Awesome MCP Servers

A comprehensive, automatically curated collection of awesome MCP (Model Context Protocol) servers

This list is automatically generated and updated to provide a comprehensive, unified resource for the MCP community. Featuring 7768 GitHub repositories with 414.3k total stars across 52 programming languages.

📊 Statistics

• Total Servers: 7964
• Categories: 13
• GitHub Repositories: 7768
• Total Stars: 414.3k
• Programming Languages: API Blueprint, AppleScript, Astro, Batchfile, Bicep, C, C#, C++, CMake, CSS, Clojure, ColdFusion, D, Dart, Dockerfile, EJS, Elixir, F#, GDScript, Go, HTML, Haskell, Java, JavaScript, Jupyter Notebook, Kotlin, Makefile, Nix, Open Policy Agent, PHP, PLpgSQL, Pascal, Php, PowerShell, Python, Rich Text Format, Roff, Ruby, Rust, Scala, Shell, Smalltalk, Smarty, Swift, TeX, TypeScript, V, VBScript, Vue, YAML, YARA, Zig
• Most Popular: context7 (⭐ 29.1k)
• Last Updated: 2025-10-28T21:54:39.230Z

📋 Table of Contents

• 🤖 AI/ML (2331)
• 🌐 Web Development (2378)
• 🗄️ Database (95)
• 🔌 API (187)
• ⚙️ DevOps (269)
• 💬 Communication (55)
• 📁 File Management (52)
• 🔐 Authentication (6)
• 📊 Monitoring (43)
• ✅ Testing (42)
• 📚 Documentation (7)
• 🔧 Utilities (139)
• 📦 Other (2360)

🤖 AI/ML

• context7 📜 🏠 (⭐ 29.1k, 🍴 1.5k, 🐛 80) - Context7 MCP Server -- Up-to-date code documentation for LLMs and AI code editors javascript llm mcp mcp-server vibe-coding git clone https://github.com/upstash/context7
• fastmcp 🐍 🏠 (⭐ 17.3k, 🍴 1.2k, 🐛 176) - 🚀 The fast, Pythonic way to build MCP servers and clients python agents fastmcp llms mcp pip install git+https://github.com/jlowin/fastmcp
• blender-mcp 🐍 🏠 (⭐ 13.1k, 🍴 1.2k, 🐛 28) - Python-based python http git github pip install git+https://github.com/ahujasid/blender-mcp
• fastapi_mcp 🐍 🏠 📇 (⭐ 10.1k, 🍴 789, 🐛 95) - Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth! python ai authentication authorization claude pip install git+https://github.com/tadata-org/fastapi_mcp
• mcp-use 🐍 🏠 (⭐ 7.3k, 🍴 844, 🐛 39) - mcp-use is the easiest way to interact with mcp servers with custom agents python agent agents ai mcp pip install git+https://github.com/mcp-use/mcp-use
• mcp-agent 🐍 🏠 (⭐ 7.2k, 🍴 731, 🐛 87) - Build effective agents using Model Context Protocol and simple workflow patterns python agents ai ai-agents llm pip install git+https://github.com/lastmile-ai/mcp-agent
• browser-tools-mcp 📜 🏠 (⭐ 6.4k, 🍴 480, 🐛 115) - Monitor browser logs directly from Cursor and other MCP compatible IDEs. javascript ai anthropic cursor mcp npm install AgentDeskAI/browser-tools-mcp
• git-mcp 📘 🏠 ☁️ (⭐ 6k, 🍴 467, 🐛 43) - Put an end to code hallucinations! GitMCP is a free, open-source, remote MCP server for any GitHub project typescript agentic-ai agents ai claude npm install idosal/git-mcp
• cursor-talk-to-figma-mcp 📜 🏠 (⭐ 5.2k, 🍴 525, 🐛 66) - CTTF: MCP integration between Cursor AI and Figma, allowing Cursor to communicate with Figma like agentic ai for reading designs and modifying them programmatically. javascript agent agentic agentic-ai ai npm install sonnylazuardi/cursor-talk-to-figma-mcp
• whatsapp-mcp 🐹 🏠 (⭐ 4.8k, 🍴 706, 🐛 70) - WhatsApp MCP server (Go-based) go ai mcp whatsapp whatsapp-api go install lharries/whatsapp-mcp@latest
• DesktopCommanderMCP 📜 🏠 ☁️ (⭐ 4.4k, 🍴 485, 🐛 67) - This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities javascript agent ai code-analysis code-generation npm install wonderwhy-er/DesktopCommanderMCP
• ida-pro-mcp 🐍 🏠 (⭐ 3.5k, 🍴 343, 🐛 30) - MCP Server for IDA Pro. python cline cursor ida-plugin ida-pro pip install git+https://github.com/mrexodia/ida-pro-mcp
• claude-context 📘 🏠 (⭐ 3.4k, 🍴 275, 🐛 38) - Code search MCP for Claude Code. Make entire codebase the context for any coding agent. typescript agent agentic-rag ai-coding claude-code git clone https://github.com/zilliztech/claude-context
• mcpo 🐍 🏠 📇 (⭐ 3.2k, 🍴 361, 🐛 43) - A simple, secure MCP-to-OpenAPI proxy server python mcp mcp-server mcp-to-openapi open-webui pip install git+https://github.com/open-webui/mcpo
• unity-mcp 🔷 🏠 (⭐ 3.1k, 🍴 403, 🐛 27) - A Unity MCP server that allows MCP clients like Claude Desktop or Cursor to perform Unity Editor actions. c# ai ai-integration anthropic claude git clone https://github.com/justinpbarnett/unity-mcp
• MCP-Chinese-Getting-Started-Guide 🏠 (⭐ 2.8k, 🍴 166, 🐛 2) - Model Context Protocol(MCP) 编程极速入门 ai deepseek mcp mcp-server modelcontextprotocol git clone https://github.com/liaokongVFX/MCP-Chinese-Getting-Started-Guide
• langchain-mcp-adapters 🐍 🏠 (⭐ 2.7k, 🍴 257, 🐛 96) - LangChain 🔌 MCP (Python-based) python langchain langgraph mcp tools pip install git+https://github.com/langchain-ai/langchain-mcp-adapters
• Windows-MCP 🐍 🏠 (⭐ 2.6k, 🍴 284, 🐛 3) - Lightweight MCP Server for Computer Use in Windows python ai desktop mcp tools pip install git+https://github.com/CursorTouch/Windows-MCP
• mcp-server-browserbase 📘 🏠 (⭐ 2.5k, 🍴 279, 🐛 13) - Allow LLMs to control a browser with Browserbase and Stagehand typescript ai browser chrome chromium npm install browserbase/mcp-server-browserbase
• mcp-context-forge 🐍 🏠 (⭐ 2.4k, 🍴 271, 🐛 221) - A Model Context Protocol (MCP) Gateway & Registry. Serves as a central management point for tools, resources, and prompts that can be accessed by MCP-compatible LLM applications. Converts REST API endpoints to MCP, composes virtual MCP servers with added security and observability, and converts between protocols (stdio, SSE, Streamable HTTP). python agents ai api-gateway asyncio pip install git+https://github.com/IBM/mcp-context-forge
• markdownify-mcp 📘 🏠 (⭐ 2.1k, 🍴 170, 🐛 13) - A Model Context Protocol server for converting almost anything to Markdown typescript ai anthropic anthropic-ai anthropic-claude npm install zcaceres/mcp-markdownify-server
• chatmcp 🎯 🏠 (⭐ 2k, 🍴 175, 🐛 40) - ChatMCP is an AI chat client implementing the Model Context Protocol (MCP). dart ai chat client mcp git clone https://github.com/daodao97/chatmcp
• mcp-cli 🐍 🏠 (⭐ 1.7k, 🍴 288, 🐛 21) - Python-based python http git github pip install git+https://github.com/chrishayuk/mcp-cli
• mcp-proxy 🐍 🏠 (⭐ 1.6k, 🍴 164, 🐛 25) - A bridge between Streamable HTTP and stdio MCP transports python mcp mcp-server proxy sse pip install git+https://github.com/sparfenyuk/mcp-proxy
• interactive-feedback-mcp 🐍 🏠 (⭐ 1.6k, 🍴 290, 🐛 28) - Interactive User Feedback MCP python mcp pip install git+https://github.com/noopstudios/interactive-feedback-mcp
• codemcp 🐍 🏠 (⭐ 1.5k, 🍴 131, 🐛 78) - Coding assistant MCP for Claude Desktop python mcp http git github pip install git+https://github.com/ezyang/codemcp
• mcpelauncher-manifest 🏠 (⭐ 1.2k, 🍴 105, 🐛 654) - The main repository for the Linux and Mac OS Bedrock edition Minecraft launcher. cmake bedrock launcher linux mcpe git clone https://github.com/minecraft-linux/mcpelauncher-manifest
• brightdata-mcp 📜 🏠 (⭐ 1.2k, 🍴 164, 🐛 9) - A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access. javascript ai-agents ai-integrations anti-bot-detection browser-automation npm install brightdata-com/brightdata-mcp
• damn-vulnerable-MCP-server 🐍 🏠 (⭐ 1.2k, 🍴 98, 🐛 13) - Damn Vulnerable MCP Server python mcp server pip install git+https://github.com/harishsg993010/damn-vulnerable-MCP-server
• postgres-mcp 🐍 🏠 (⭐ 1.1k, 🍴 119, 🐛 27) - Postgres MCP Pro provides configurable read/write access and performance analysis for you and your AI agents. python mcp ai postgres http pip install git+https://github.com/crystaldba/postgres-mcp
• mcp-language-server 🐹 🏠 (⭐ 1.1k, 🍴 68, 🐛 27) - mcp-language-server gives MCP enabled clients access semantic tools like get definition, references, rename, and diagnostics. go ai language-server-protocol mcp mcp-server go install isaacphi/mcp-language-server@latest
• mcp-scan 🐍 🏠 (⭐ 1.1k, 🍴 105, 🐛 10) - Constrain, log and scan your MCP connections for security vulnerabilities. python agent ai mcp modelcontextprotocol pip install git+https://github.com/invariantlabs-ai/mcp-scan
• fast-mcp 💎 🏠 (⭐ 979, 🍴 76, 🐛 61) - A Ruby Implementation of the Model Context Protocol ruby ai llm mcp rack git clone https://github.com/yjacquin/fast-mcp
• elevenlabs-mcp 🐍 🏠 (⭐ 966, 🍴 148, 🐛 7) - The official ElevenLabs MCP server python elevenlabs elevenlabs-api mcp server pip install git+https://github.com/elevenlabs/elevenlabs-mcp-server
• Office-PowerPoint-MCP-Server 🐍 🏠 (⭐ 944, 🍴 102, 🐛 21) - A MCP (Model Context Protocol) server for PowerPoint manipulation using python-pptx. This server provides tools for creating, editing, and manipulating PowerPoint presentations through the MCP protocol. python mcp server http git pip install git+https://github.com/GongRzhe/Office-PowerPoint-MCP-Server
• MiniMax-MCP 🐍 🏠 (⭐ 932, 🍴 146, 🐛 12) - Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video generation APIs. python image-generation image-to-video mcp mcp-server pip install git+https://github.com/MiniMax-AI/MiniMax-MCP
• mcp-server-qdrant 🐍 🏠 (⭐ 903, 🍴 138, 🐛 25) - An official Qdrant Model Context Protocol (MCP) server implementation python claude cursor llm mcp pip install git+https://github.com/qdrant/mcp-server-qdrant
• unreal-mcp 🏠 (⭐ 901, 🍴 123, 🐛 25) - Enable AI assistant clients like Cursor, Windsurf and Claude Desktop to control Unreal Engine through natural language using the Model Context Protocol (MCP). c++ mcp-server modelcontextprotocol unreal-engine-5 mcp git clone https://github.com/chongdashu/unreal-mcp
• fetcher-mcp 📘 🏠 (⭐ 849, 🍴 64, 🐛 5) - MCP server for fetch web page content using Playwright headless browser. typescript ai mcp playwright server npm install jae-jae/fetcher-mcp
• MCP-Bridge 🐍 🏠 (⭐ 848, 🍴 106, 🐛 31) - A middleware to provide an openAI compatible endpoint that can call MCP tools python ai claude mcp mcp-server pip install git+https://github.com/SecretiveShell/MCP-Bridge
• mcp-framework 📘 🏠 (⭐ 846, 🍴 94, 🐛 36) - A framework for writing MCP (Model Context Protocol) servers in Typescript typescript anthropic claude genai llm npm install QuantGeekDev/mcp-framework
• godot-mcp 📜 🏠 (⭐ 844, 🍴 86, 🐛 19) - MCP server for interfacing with Godot game engine. Provides tools for launching the editor, running projects, and capturing debug output. javascript ai godot mcp server npm install Coding-Solo/godot-mcp
• mcp-browser-use 🐍 🏠 (⭐ 810, 🍴 100, 🐛 13) - Python-based python pip install git+https://github.com/Saik0s/mcp-browser-use
• RedNote-MCP 📘 🏠 (⭐ 805, 🍴 110, 🐛 13) - 🚀MCP server for accessing RedNote(XiaoHongShu, xhs). typescript ai mcp mcp-server rednote npm install iFurySt/RedNote-MCP
• supabase-mcp-server 🐍 🏠 📇 (⭐ 786, 🍴 96, 🐛 4) - Query MCP enables end-to-end management of Supabase via chat interface: read & write query executions, management API support, automatic migration versioning, access to logs and much more. python cursor model-context-protocol supabase windsurf pip install git+https://github.com/alexander-zuev/supabase-mcp-server
• hyper-mcp 🦀 🏠 (⭐ 784, 🍴 57, 🐛 17) - 📦️ A fast, secure MCP server that extends its capabilities through WebAssembly plugins. rust ai extism llm mcp cargo install --git https://github.com/tuananh/hyper-mcp
• awesome-devops-mcp-servers 🏠 (⭐ 766, 🍴 115, 🐛 3) - A curated list of awesome MCP servers focused on DevOps tools and capabilities. ai cloudnative devops genai llm git clone https://github.com/rohitg00/awesome-devops-mcp-servers
• golf 🐍 🏠 (⭐ 741, 🍴 50, 🐛 1) - Production-Ready MCP Server Framework • Build, deploy & scale secure AI agent infrastructure • Includes Auth, Observability, Debugger, Telemetry & Runtime • Run real-world MCPs powering AI Agents python agent-runtime ai ai-agent ai-agent-tools git clone https://github.com/golf-mcp/golf
• browser-use-mcp-server 🐍 🏠 (⭐ 727, 🍴 99, 🐛 13) - Browse the web, directly from Cursor etc. python browser browser-use cursor mcp pip install git+https://github.com/co-browser/browser-use-mcp-server
• kubectl-mcp-server 🐍 🏠 (⭐ 706, 🍴 128, 🐛 13) - Chat with your Kubernetes Cluster using AI tools and IDEs like Claude and Cursor! python ai deployment devops genai pip install git+https://github.com/rohitg00/kubectl-mcp-server
• Office-Word-MCP-Server 🐍 🏠 (⭐ 703, 🍴 108, 🐛 37) - A Model Context Protocol (MCP) server for creating, reading, and manipulating Microsoft Word documents. This server enables AI assistants to work with Word documents through a standardized interface, providing rich document editing capabilities. python mcp server ai http pip install git+https://github.com/GongRzhe/Office-Word-MCP-Server
• mcp-sequential-thinking 🐍 🏠 (⭐ 677, 🍴 79, 🐛 4) - Python-based python pip install git+https://github.com/arben-adm/mcp-sequential-thinking
• mcp-memory-service 🐍 🏠 (⭐ 657, 🍴 93, 🐛 3) - Universal MCP memory service with semantic search, multi-client support, and autonomous consolidation for Claude Desktop, VS Code, and 13+ AI applications python chroma-db chromadb claude claude-code pip install git+https://github.com/doobidoo/mcp-memory-service
• jupyter-mcp-server 🏠 (⭐ 649, 🍴 110, 🐛 12) - 🪐 ✨ Model Context Protocol (MCP) Server for Jupyter. jupyter notebook ai jupyter mcp mcp-server git clone https://github.com/datalayer/jupyter-mcp-server
• mcp-client-cli 🐍 🏠 (⭐ 628, 🍴 78, 🐛 19) - A simple CLI to run LLM prompt and implement MCP client. python langchain llm mcp model-context-protocol pip install git+https://github.com/adhikasp/mcp-client-cli
• mcpdoc 🐍 🏠 (⭐ 621, 🍴 77, 🐛 9) - Expose llms-txt to IDEs for development python agents claude-code cursor ide pip install git+https://github.com/langchain-ai/mcpdoc
• context-portal 🐍 🏠 (⭐ 616, 🍴 65, 🐛 16) - Context Portal (ConPort): A memory bank MCP server building a project-specific knowledge graph to supercharge AI assistants. Enables powerful Retrieval Augmented Generation (RAG) for context-aware development in your IDE. python mcp server ai database git clone https://github.com/GreatScottyMac/context-portal
• mcp-server-docker 🐍 🏠 (⭐ 594, 🍴 77, 🐛 13) - MCP server for Docker python mcp server docker http pip install git+https://github.com/ckreiling/mcp-server-docker
• mcp-mem0 🐍 🏠 (⭐ 542, 🍴 210, 🐛 12) - MCP server for long term agent memory with Mem0. Also useful as a template to get you started building your own MCP server with Python! python mcp server pip install git+https://github.com/coleam00/mcp-mem0
• android-mcp-server 🐍 🏠 (⭐ 525, 🍴 42, 🐛 3) - An MCP server that provides control over Android devices via adb python mcp server http git pip install git+https://github.com/minhalvp/android-mcp-server
• mcp-clickhouse 🐍 🏠 (⭐ 513, 🍴 105, 🐛 25) - Connect ClickHouse to your AI assistants. python ai database http git pip install git+https://github.com/ClickHouse/mcp-clickhouse
• pg-mcp-server 🐍 🏠 (⭐ 504, 🍴 26, 🐛 7) - Python-based python pip install git+https://github.com/stuzero/pg-mcp-server
• mcp-server 🐍 🏠 📇 (⭐ 493, 🍴 83, 🐛 9) - An MCP server for interacting with the Financial Datasets stock market API. python mcp server api http pip install git+https://github.com/financial-datasets/mcp-server
• openmcp-client 🏠 (⭐ 483, 🍴 36, 🐛 7) - All in one vscode plugin for mcp developer vue ai-agent llm mcp git clone https://github.com/LSTM-Kirigaya/openmcp-client
• web-agent-protocol 🐍 🏠 (⭐ 477, 🍴 84, 🐛 7) - 🌐Web Agent Protocol (WAP) - Record and replay user interactions in the browser with MCP support python ai-agents ai-tools browser-automation browser-use git clone https://github.com/OTA-Tech-AI/webagentprotocol
• mcp-server-data-exploration 🐍 🏠 (⭐ 475, 🍴 54, 🐛 7) - Python-based python http csv ai git pip install git+https://github.com/reading-plus-ai/mcp-server-data-exploration
• ida-mcp-server 🐍 🏠 (⭐ 473, 🍴 51, 🐛 2) - A Model Context Protocol server for IDA python server pip install git+https://github.com/MxIris-Reverse-Engineering/ida-mcp-server
• manim-mcp-server 🐍 🏠 (⭐ 457, 🍴 49, 🐛 5) - Python-based python local http git github pip install git+https://github.com/abhiemj/manim-mcp-server
• mem0-mcp 🐍 🏠 (⭐ 445, 🍴 93, 🐛 12) - Python-based python http ai git github pip install git+https://github.com/mem0ai/mem0-mcp
• iterm-mcp 📘 🏠 (⭐ 438, 🍴 47, 🐛 11) - A Model Context Protocol server that executes commands in the current iTerm session - useful for REPL and CLI assistance typescript ai claude claude-ai mcp npm install ferrislucas/iterm-mcp
• duckduckgo-mcp-server 🐍 🏠 (⭐ 432, 🍴 88, 🐛 18) - A Model Context Protocol (MCP) server that provides web search capabilities through DuckDuckGo, with additional features for content fetching and parsing. python mcp server web go pip install git+https://github.com/nickclyde/duckduckgo-mcp-server
• mcp-gsuite 🐍 🏠 (⭐ 427, 🍴 86, 🐛 23) - MCP Server to interact with Google Gsuite prodcuts python mcp server go http pip install git+https://github.com/MarkusPfundstein/mcp-gsuite
• mcp-pandoc 🐍 🏠 (⭐ 395, 🍴 53, 🐛 4) - MCP server for document format conversion using pandoc. python pandoc pandoc-markdown pandoc-template mcp pip install git+https://github.com/vivekVells/mcp-pandoc
• clickup-mcp-server 📘 🏠 (⭐ 382, 🍴 107, 🐛 18) - ClickUp MCP Server - Integrate ClickUp project management with AI through Model Context Protocol typescript ai artificial-intelligence clickup clickup-api npm install TaazKareem/clickup-mcp-server
• mcp-google-sheets 🐍 🏠 📇 (⭐ 377, 🍴 98, 🐛 5) - This MCP server integrates with your Google Drive and Google Sheets, to enable creating and modifying spreadsheets. python google mcp mcp-server spreadsheet pip install git+https://github.com/xing5/mcp-google-sheets
• mcp-for-security 📘 🏠 (⭐ 375, 🍴 61, 🐛 3) - MCP for Security: A collection of Model Context Protocol servers for popular security tools like SQLMap, FFUF, NMAP, Masscan and more. Integrate security testing and penetration testing into AI workflows. javascript ai ai-tools claude fastmcp npm install stanleyj03/mcp-for-security
• mcp-remote-macos-use 🐍 🏠 ☁️ 📇 (⭐ 372, 🍴 44, 🐛 1) - The only general AI agent that does NOT requires extra API key, giving you full control on your local and remote MacOs from Claude Desktop App python claude-desktop computer-use general-agent macos pip install git+https://github.com/baryhuang/mcp-remote-macos-use
• dbt-mcp 🐍 🏠 (⭐ 369, 🍴 57, 🐛 25) - A MCP (Model Context Protocol) server for interacting with dbt. python data-analytics data-engineering llm mcp pip install git+https://github.com/dbt-labs/dbt-mcp
• mcp-hfspace 📘 🏠 (⭐ 353, 🍴 55, 🐛 12) - MCP Server to Use HuggingFace spaces, easy configuration and Claude Desktop mode. http git github typescript mcp npm install evalstate/mcp-hfspace
• code-index-mcp 🐍 🏠 (⭐ 345, 🍴 38, 🐛 9) - A Model Context Protocol (MCP) server that helps large language models index, search, and analyze code repositories with minimal setup python mcp server pip install git+https://github.com/johnhuang316/code-index-mcp
• linkedin-mcp-server 🐍 🏠 (⭐ 345, 🍴 61, 🐛 6) - This MCP server allows Claude and other AI assistants to access your LinkedIn. Scrape LinkedIn profiles and companies, get your recommended jobs, and perform job searches. python anthropic chatgpt chatgpt-desktop claude pip install git+https://github.com/stickerdaniel/linkedin-mcp-server
• mcp 🐍 🏠 📇 (⭐ 337, 🍴 37, 🐛 12) - Baidu Map MCP Server python lbs map maps mcp pip install git+https://github.com/baidu-maps/mcp
• chroma-mcp 🐍 🏠 (⭐ 333, 🍴 59, 🐛 13) - A Model Context Protocol (MCP) server implementation that provides database capabilities for Chroma python mcp server database http pip install git+https://github.com/chroma-core/chroma-mcp
• MCPSharp 🔷 🏠 (⭐ 327, 🍴 37, 🐛 11) - MCPSharp is a .NET library that helps you build Model Context Protocol (MCP) servers and clients - the standardized API protocol used by AI assistants and models. c# ai aifunctions dotnet dotnet-standard git clone https://github.com/afrise/MCPSharp
• mcp-server-motherduck 🐍 🏠 (⭐ 319, 🍴 40, 🐛 9) - MCP server for DuckDB and MotherDuck python ai duckdb motherduck mcp pip install git+https://github.com/motherduckdb/mcp-server-motherduck
• ableton-live-mcp-server 🐍 🏠 (⭐ 317, 🍴 44, 🐛 5) - MCP Server implementation for Ableton Live OSC control python mcp server http git pip install git+https://github.com/Simon-Kansara/ableton-live-mcp-server
• mcp-alchemy 🐍 🏠 (⭐ 314, 🍴 50) - A MCP (model context protocol) server that gives the LLM access to and knowledge about relational databases like SQLite, Postgresql, MySQL & MariaDB, Oracle, and MS-SQL. python mcp server database llm pip install git+https://github.com/runekaagaard/mcp-alchemy
• laravel-mcp-server 🐘 🏠 (⭐ 313, 🍴 29, 🐛 8) - A Laravel package for implementing secure Model Context Protocol servers using Streamable HTTP and SSE transport, providing real-time communication and a scalable tool system for enterprise environments. php ai laravel laravel-package llm git clone https://github.com/opgginc/laravel-mcp-server
• mcp-teams-server 🐍 🏠 (⭐ 308, 🍴 21, 🐛 8) - An MCP (Model Context Protocol) server implementation for Microsoft Teams integration, providing capabilities to read messages, create messages, reply to messages, mention members. python inditex mcp mcp-server msteams pip install git+https://github.com/InditexTech/mcp-teams-server
• davinci-resolve-mcp 🐍 🏠 (⭐ 303, 🍴 29, 🐛 9) - MCP server integration for DaVinci Resolve python blackmagic blackmagic-design blackmagicdesign davinci-resolve pip install git+https://github.com/samuelgursky/davinci-resolve-mcp
• telegram-mcp 🐍 🏠 📇 (⭐ 303, 🍴 94, 🐛 8) - Python-based python http git github telegram pip install git+https://github.com/chigwell/telegram-mcp
• UE5-MCP 🏠 (⭐ 303, 🍴 48, 🐛 6) - MCP for Unreal Engine 5 ai artificial-intelligence game-development game-engine mcp git clone https://github.com/VedantRGosavi/UE5-MCP
• mcp-hub 📜 🏠 (⭐ 302, 🍴 35, 🐛 10) - A centralized manager for Model Context Protocol (MCP) servers with dynamic server management and monitoring javascript ai chatgpt claude-ai llms npm install ravitemer/mcp-hub
• mcp-sse 🐍 🏠 (⭐ 296, 🍴 50, 🐛 9) - A working pattern for SSE-based MCP clients and servers python agents llm mcp tool-use pip install git+https://github.com/sidharthrajaram/mcp-sse
• automcp 🐍 🏠 (⭐ 294, 🍴 40, 🐛 6) - Easily convert tool, agents and orchestrators from existing agent frameworks to MCP servers python mcp server pip install git+https://github.com/NapthaAI/automcp
• mcp-server-azure-devops 📘 🏠 (⭐ 292, 🍴 84, 🐛 28) - An MCP server for Azure DevOps typescript ai azure-devops claude copilot npm install Tiberriver256/mcp-server-azure-devops
• aws-mcp 📘 🏠 (⭐ 285, 🍴 34, 🐛 4) - Talk with your AWS using Claude. Model Context Protocol (MCP) server for AWS. Better Amazon Q alternative. typescript ai amazon-q aws claude npm install RafalWilinski/aws-mcp
• BloodHound-MCP-AI 🐍 🏠 (⭐ 281, 🍴 45) - BloodHound-MCP-AI is integration that connects BloodHound with AI through Model Context Protocol, allowing security professionals to analyze Active Directory attack paths using natural language instead of complex Cypher queries. python ai bloodhound bloodhoundad cypher-query-language pip install git+https://github.com/mordavid/bloodhound-mcp-ai
• freecad-mcp 🐍 🏠 (⭐ 280, 🍴 45, 🐛 3) - FreeCAD MCP(Model Context Protocol) server python claude freecad mcp server pip install git+https://github.com/neka-nat/freecad-mcp
• mcp-apple-notes 📘 🏠 (⭐ 278, 🍴 27, 🐛 9) - Talk with your notes in Claude. RAG over your Apple Notes using Model Context Protocol. typescript ai claude llm mcp npm install RafalWilinski/mcp-apple-notes
• kicad-mcp 🐍 🏠 (⭐ 276, 🍴 43, 🐛 10) - Model Context Protocol server for KiCad on Mac, Windows, and Linux python server http git github pip install git+https://github.com/lamaalrajih/kicad-mcp
• mcp-git-ingest 🐍 🏠 (⭐ 274, 🍴 38, 🐛 10) - A Model Context Protocol (MCP) server that helps read GitHub repository structure and important files. python git llm mcp model-context-protocol pip install git+https://github.com/adhikasp/mcp-git-ingest
• mcp-manager 📘 🏠 (⭐ 265, 🍴 40, 🐛 2) - simple web ui to manage mcp (model context protocol) servers in the claude app typescript claude llm mcp model-context-protocol npm install zueai/mcp-manager
• mcp-nixos 🏠 (⭐ 265, 🍴 14, 🐛 6) - MCP-NixOS - Model Context Protocol Server for NixOS resources html ai-assistant ai-integration ai-tools anthropic git clone https://github.com/utensils/nixmcp
• mcp-graphql 📘 🏠 (⭐ 263, 🍴 43, 🐛 10) - Model Context Protocol server for GraphQL typescript ai llm mcp mcp-server npm install blurrah/mcp-graphql
• mcp-router 📘 🏠 (⭐ 260, 🍴 24, 🐛 6) - A Unified MCP Server Management App typescript ai llm llmops mcp npm install mcp-router/mcp-router
• mcp-claude-code 🐍 🏠 (⭐ 259, 🍴 26, 🐛 3) - MCP implementation of Claude Code capabilities and more python claude claude-code mcp mcp-server pip install git+https://github.com/SDGLBL/mcp-claude-code
• atlas-mcp-server 📘 🏠 (⭐ 256, 🍴 38, 🐛 8) - A Model Context Protocol (MCP) server for ATLAS, a Neo4j-powered task management system for LLM Agents - implementing a three-tier architecture (Projects, Tasks, Knowledge) to manage complex workflows. Now with Deep Research. typescript agents ai deep-research graph-database npm install cyanheads/atlas-mcp-server
• dify-mcp-server 🐍 🏠 (⭐ 256, 🍴 34, 🐛 2) - Model Context Protocol (MCP) Server for dify workflows python mcp server http git pip install git+https://github.com/YanxingLiu/dify-mcp-server
• meta-ads-mcp 🐍 🏠 ☁️ 📇 (⭐ 252, 🍴 66, 🐛 3) - MCP server to manage Facebook and Instagram Ads (Meta Ads) python mcp server api remote pip install git+https://github.com/pipeboard-co/meta-ads-mcp
• model-context-protocol-resources 🏠 (⭐ 249, 🍴 23, 🐛 1) - Exploring the Model Context Protocol (MCP) through practical guides, clients, and servers I've built while learning about this new protocol. ai-agents ai-development developer-guides llm-tools mcp git clone https://github.com/cyanheads/model-context-protocol-resources
• mcp-google-ads 🐍 🏠 (⭐ 248, 🍴 56, 🐛 7) - An MCP tool that connects Google Ads with Claude AI/Cursor and others, allowing you to analyze your advertising data through natural language conversations. This integration gives you access to campaign information, performance metrics, keyword analytics, and ad management—all through simple chat with Claude, Cursor or Windsurf. python ai claude google-ads mcp pip install git+https://github.com/cohnen/mcp-google-ads
• aci-mcp 🐍 🏠 (⭐ 244, 🍴 37, 🐛 7) - MCP server(s) for Aipolabs ACI.dev python mcp server ai pip install git+https://github.com/aipotheosis-labs/aci-mcp
• perplexity-mcp 🐍 🏠 📇 (⭐ 240, 🍴 31, 🐛 5) - A Model Context Protocol (MCP) server that provides web search functionality using Perplexity AI's API. python mcp server api web pip install git+https://github.com/jsonallen/perplexity-mcp
• gptr-mcp 🐍 🏠 (⭐ 237, 🍴 29, 🐛 9) - MCP server for enabling LLM applications to perform deep research via the MCP protocol python deep-research deepresearch gpt-researcher mcp pip install git+https://github.com/assafelovic/gptr-mcp
• chat-mcp 🏠 (⭐ 236, 🍴 32) - A Desktop Chat App that leverages MCP(Model Context Protocol) to interface with other LLMs. html electron mcp mcp-client model-context-protocol git clone https://github.com/AI-QL/chat-mcp
• mcp-chatbot 🐍 🏠 📇 (⭐ 230, 🍴 23, 🐛 5) - A simple CLI chatbot that demonstrates the integration of the Model Context Protocol (MCP). python mcp api http ai pip install git+https://github.com/3choff/mcp-chatbot
• mcp-neovim-server 📘 🏠 (⭐ 227, 🍴 20, 🐛 6) - Control Neovim using Model Context Protocol (MCP) and the official neovim/node-client JavaScript library typescript anthropic claude mcp modelcontextprotocol npm install bigcodegen/mcp-neovim-server
• mcp-ragdocs 📘 🏠 (⭐ 226, 🍴 27, 🐛 3) - An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context. typescript llm mcp mcp-servers rag npm install hannesrudolph/mcp-ragdocs
• mcp-reddit 🐍 🏠 (⭐ 226, 🍴 30, 🐛 5) - A Model Context Protocol (MCP) server that provides tools for fetching and analyzing Reddit content. python llm mcp model-context-protocol reddit pip install git+https://github.com/adhikasp/mcp-reddit
• argocd-mcp 📘 🏠 (⭐ 224, 🍴 25, 🐛 11) - An implementation of Model Context Protocol (MCP) server for Argo CD. typescript ai argocd argocd-mcp continuous-delivery npm install akuity/argocd-mcp
• FileScopeMCP 🏠 (⭐ 224, 🍴 22, 🐛 8) - Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores per file, helping AI assistants understand the codebase. Automatically parses popular programming languages such as Python, C, C++, Rust, Zig, Lua. html ai python rust file git clone https://github.com/admica/FileScopeMCP
• ros-mcp-server 🐍 🏠 (⭐ 224, 🍴 44, 🐛 9) - Connect AI models like Claude & GPT with robots using MCP and ROS. python mcp mcp-server modelcontextprotocol ros pip install git+https://github.com/lpigeon/ros-mcp-server
• MCPControl 📘 🏠 (⭐ 222, 🍴 31, 🐛 33) - MCP server for Windows OS automation typescript ai claude computer-control computer-vision npm install Cheffromspace/MCPControl
• mssql_mcp_server 🐍 🏠 (⭐ 222, 🍴 61, 🐛 3) - A Model Context Protocol (MCP) server for Microsoft SQL Server that enables secure database interactions through a controlled interface. Allows AI assistants to safely list tables, read data, and execute SQL queries while maintaining security and structure. python mcp server database ai pip install git+https://github.com/RichardHan/mssql_mcp_server
• WireMCP 📜 🏠 (⭐ 215, 🍴 24, 🐛 7) - An MCP for WireShark (tshark). Empower LLM's with realtime network traffic analysis capability javascript llm mcp network-analysis wireshark npm install 0xkoda/wiremcp
• video-editing-mcp 🐍 🏠 (⭐ 209, 🍴 27, 🐛 5) - MCP Interface for Video Jungle python mcp http git github pip install git+https://github.com/burningion/video-editing-mcp
• apktool-mcp-server 🐍 🏠 (⭐ 206, 🍴 25) - A MCP Server for APK Tool (Part of Android Reverse Engineering MCP Suites) python ai android apktool llm pip install git+https://github.com/zinja-coder/apktool-mcp-server
• mcp-twikit 🐍 🏠 (⭐ 203, 🍴 27, 🐛 7) - A Model Context Protocol (MCP) server for interacting with Twitter. python llm mcp model-context-protocol server pip install git+https://github.com/adhikasp/mcp-twikit
• prometheus-mcp-server 🐍 🏠 (⭐ 200, 🍴 43, 🐛 1) - A Model Context Protocol (MCP) server that enables AI assistants to query and analyze Prometheus metrics through standardized interfaces. python ai devops llm mcp pip install git+https://github.com/pab1it0/prometheus-mcp-server
• elasticsearch-mcp-server 🐍 🏠 (⭐ 199, 🍴 42, 🐛 6) - A Model Context Protocol (MCP) server implementation that provides Elasticsearch and OpenSearch interaction. python mcp server http git pip install git+https://github.com/cr7258/elasticsearch-mcp-server
• image-gen-server 🐍 🏠 (⭐ 199, 🍴 25, 🐛 7) - 一个能与Cursor集成的图片生成mcp server工具，实现调用即梦逆向接口 python mcp server pip install git+https://github.com/fengin/image-gen-server
• langchain-mcp 🐍 🏠 (⭐ 198, 🍴 24, 🐛 1) - Model Context Protocol tool support for LangChain python ai pip install git+https://github.com/rectalogic/langchain-mcp
• obsidian-mcp-server 📘 🏠 (⭐ 197, 🍴 30, 🐛 9) - Obsidian Knowledge-Management MCP (Model Context Protocol) server that enables AI agents and development tools to interact with an Obsidian vault. It provides a comprehensive suite of tools for reading, writing, searching, and managing notes, tags, and frontmatter, acting as a bridge to the Obsidian Local REST API plugin. typescript ai-tools knowledge-base llm llm-agent npm install cyanheads/obsidian-mcp-server
• mcp-foundry 🐍 🏠 (⭐ 196, 🍴 82, 🐛 23) - A MCP Server for Azure AI Foundry python mcp server ai azure pip install git+https://github.com/azure-ai-foundry/mcp-foundry
• doris-mcp-server 🐍 🏠 (⭐ 192, 🍴 51, 🐛 9) - Apache Doris MCP Server python mcp server ai lakehouse pip install git+https://github.com/FreeOnePlus/doris-mcp-server
• foundry-mcp-server 📘 🏠 (⭐ 191, 🍴 28, 🐛 3) - An experimental MCP Server for foundry built for Solidity devs typescript ai blockchain mcp-server solidity npm install PraneshASP/foundry-mcp-server
• armor-crypto-mcp 🐍 🏠 (⭐ 188, 🍴 26, 🐛 2) - The MCP server for interacting with Blockchain, Swaps, Strategic Planning and more. python ai ai-agents cryptocurrency mcp pip install git+https://github.com/armorwallet/armor-crypto-mcp
• mindmap-mcp-server 🐍 🏠 (⭐ 188, 🍴 16, 🐛 3) - mindmap, mcp server, artifact python artifact mcp-server mindmap mcp pip install git+https://github.com/YuChenSSR/mindmap-mcp-server
• easy-mcp 📘 🏠 (⭐ 183, 🍴 10, 🐛 1) - Absurdly easy Model Context Protocol Servers in Typescript typescript ai bun claude claude-ai npm install zcaceres/easy-mcp
• rust-docs-mcp-server 🦀 🏠 (⭐ 183, 🍴 27, 🐛 14) - 🦀 Prevents outdated Rust code suggestions from AI assistants. This MCP server fetches current crate docs, uses embeddings/LLMs, and provides accurate context via a tool call. rust ai ai-safety caching cargo cargo install --git https://github.com/Govcraft/rust-docs-mcp-server
• generator 🐘 🏠 (⭐ 180, 🍴 9, 🐛 23) - CTX: A tool for generating structured documentation from files, repositories, diffs, and URLs through a modular architecture with powerful configuration options for AI-assisted development workflows. The missing link between your codebase and your LLM. Context as Code (CaC) tool with MCP server inside. php context instructions llm mcp git clone https://github.com/context-hub/generator
• mcp-injection-experiments 🐍 🏠 (⭐ 180, 🍴 17, 🐛 3) - Code snippets to reproduce MCP tool poisoning attacks. python mcp pip install git+https://github.com/invariantlabs-ai/mcp-injection-experiments
• mcp-linker 📘 🏠 (⭐ 179, 🍴 17, 🐛 3) - mcp manager, add & syncs MCP server configurations across clients like Claude, Cursor💡 build-in AI assistant typescript ai awesome claude dxt npm install milisp/mcp-linker
• reddit-mcp 🐍 🏠 (⭐ 179, 🍴 25, 🐛 3) - Model Context Protocol server implementation for Reddit python mcp mcp-server reddit reddit-api pip install git+https://github.com/Arindam200/reddit-mcp
• kagimcp 🐍 🏠 📇 (⭐ 174, 🍴 19, 🐛 2) - The Official Model Context Protocol (MCP) server for Kagi search & other tools. python mcp server api web pip install git+https://github.com/kagisearch/kagimcp
• mcp-server-milvus 🐍 🏠 (⭐ 173, 🍴 46, 🐛 14) - Model Context Protocol Servers for Milvus python server database http git pip install git+https://github.com/zilliztech/mcp-server-milvus
• omnicoreagent 🐍 🏠 (⭐ 173, 🍴 41) - OmniCoreAgent is the complete AI development platform that combines two powerful systems into one revolutionary ecosystem. Build production-ready AI agents with OmniAgent, use the advanced MCP client with MCPOmni Connect, or combine both for maximum power. python agent fastapi mcp mcp-client git clone https://github.com/Abiorh001/mcp_connect
• tripo-mcp 🐍 🏠 (⭐ 172, 🍴 23, 🐛 7) - Official MCP server for Tripo python mcp server pip install git+https://github.com/VAST-AI-Research/tripo-mcp
• hass-mcp 🐍 🏠 (⭐ 171, 🍴 28, 🐛 3) - Home Assistant MCP Server python home-assistant home-automation mcp mcp-server pip install git+https://github.com/voska/hass-mcp
• mcp-ical 🐍 🏠 (⭐ 171, 🍴 42, 🐛 12) - A Model Context Protocol Server that allows you to interact with your MacOS Calendar through natural language. python icalendar llm mcp mcp-server pip install git+https://github.com/Omar-v2/mcp-ical
• mcp-server-deep-research 🐍 🏠 (⭐ 171, 🍴 17, 🐛 3) - Python-based python http ai openai git pip install git+https://github.com/reading-plus-ai/mcp-server-deep-research
• supabase-mcp 🐍 🏠 (⭐ 171, 🍴 97, 🐛 1) - Supabase MCP server created in Python. python mcp server pip install git+https://github.com/coleam00/supabase-mcp
• imagesorcery-mcp 🐍 🏠 (⭐ 167, 🍴 19, 🐛 2) - An MCP server providing tools for image processing operations python computer-vision image-editing image-manipulation image-processing pip install git+https://github.com/sunriseapps/imagesorcery-mcp
• unsplash-mcp-server 🐍 🏠 (⭐ 164, 🍴 18, 🐛 3) - 🔎 A MCP server for Unsplash image search. python mcp-server python3 unsplash-mcp mcp pip install git+https://github.com/hellokaton/unsplash-mcp-server
• mac_messages_mcp 🐍 🏠 (⭐ 163, 🍴 18, 🐛 8) - An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robust phone number validation, attachment processing, contact management, group chat handling, and full support for sending and receiving messages. python applescript claude contacts cursor pip install git+https://github.com/carterlasalle/mac_messages_mcp
• mcp-server 🐍 🏠 (⭐ 160, 🍴 43, 🐛 5) - This MCP server provides documentation about Strands Agents to your GenAI tools, so you can use your favorite AI coding assistant to vibe-code Strands Agents. python agentic agentic-ai agents ai pip install git+https://github.com/strands-agents/mcp-server
• mcp-server-tree-sitter 🐍 🏠 (⭐ 160, 🍴 21, 🐛 11) - MCP Server for Tree-sitter python ai-assistant ast claude claude-ai pip install git+https://github.com/wrale/mcp-server-tree-sitter
• mcp-server-siri-shortcuts 📘 🏠 (⭐ 159, 🍴 14) - MCP for calling Siri Shorcuts from LLMs typescript llm mcp model-context-protocol siri-shortcuts npm install dvcrn/mcp-server-siri-shortcuts
• bilibili-mcp-server 🐍 🏠 📇 (⭐ 157, 🍴 30, 🐛 2) - MCP Server for the Bilibili API, supporting various operations. python mcp server api pip install git+https://github.com/huccihuang/bilibili-mcp-server
• jadx-mcp-server 🐍 🏠 (⭐ 157, 🍴 23) - MCP server for JADX-AI Plugin python ai android-hacking android-reverse-engineering application-security pip install git+https://github.com/zinja-coder/jadx-mcp-server
• mcp-text-editor 🐍 🏠 (⭐ 156, 🍴 21, 🐛 4) - Python-based python file http llm git pip install git+https://github.com/tumf/mcp-text-editor
• phone-mcp 🐍 🏠 (⭐ 155, 🍴 20, 🐛 5) - A phone control plugin for MCP that allows you to control your Android phone through ADB commands to connect any human python agent android mcp mcp-server pip install git+https://github.com/hao-cyber/phone-mcp
• hwp-mcp 🐍 🏠 (⭐ 154, 🍴 33, 🐛 4) - mcp for handling hwp python mcp pip install git+https://github.com/jkf87/hwp-mcp
• composer-trade-mcp 🐍 🏠 (⭐ 153, 🍴 30, 🐛 4) - Composer's MCP server lets MCP-enabled LLMs like Claude backtest trading ideas and automatically invest in them for you python ai-trading automated-trading-strategies backtesting claude-desktop pip install git+https://github.com/invest-composer/composer-trade-mcp
• mcp-scholarly 🐍 🏠 (⭐ 151, 🍴 22, 🐛 3) - A MCP server to search for accurate academic articles. python mcp server http git pip install git+https://github.com/adityak74/mcp-scholarly
• mcp-simple-arxiv 🐍 🏠 (⭐ 148, 🍴 19, 🐛 2) - Tool to work with arXiv, provide LLM with ability to search and read papers from there python llm http git github pip install git+https://github.com/andybrandt/mcp-simple-arxiv
• playwright-plus-python-mcp 🐍 🏠 (⭐ 148, 🍴 23, 🐛 5) - Python-based python http llm git github pip install git+https://github.com/blackwhite084/playwright-plus-python-mcp
• ProxmoxMCP 🐍 🏠 (⭐ 145, 🍴 38, 🐛 10) - MCP for Proxmox integration in Cline python mcp pip install git+https://github.com/canvrno/ProxmoxMCP
• ida-mcp-server-plugin 🐍 🏠 (⭐ 144, 🍴 27, 🐛 3) - IDA Pro Plugin for serving MCP SSE server for cursor / claude python mcp server pip install git+https://github.com/taida957789/ida-mcp-server-plugin
• mcp-pinecone 🐍 🏠 📇 (⭐ 143, 🍴 31, 🐛 6) - Model Context Protocol server to allow for reading and writing from Pinecone. Rudimentary RAG python claude mcp mcp-server model-context-protocol pip install git+https://github.com/sirmews/mcp-pinecone
• cli-mcp-server 🐍 🏠 (⭐ 141, 🍴 22, 🐛 5) - Command line interface for MCP clients with secure execution and customizable security policies python mcp http ml git pip install git+https://github.com/MladenSU/cli-mcp-server
• any-chat-completions-mcp 📜 🏠 📇 (⭐ 140, 🍴 23, 🐛 5) - MCP Server for using any LLM as a Tool api http ai openai git npm install pyroprompts/any-chat-completions-mcp
• mcp-client-go 🐹 🏠 (⭐ 140, 🍴 17, 🐛 1) - mcp client for Go (Golang). Integrate multiple Model Context Protocol (MCP) servers go ai deepseek go-library golang go install yincongcyincong/mcp-client-go@latest
• secops-mcp 🐍 🏠 (⭐ 140, 🍴 17, 🐛 4) - All-in-one security testing toolbox that brings together popular open source tools through a single MCP interface. Connected to an AI agent, it enables tasks like pentesting, bug bounty hunting, threat hunting, and more. python mcp ai testing http pip install git+https://github.com/securityfortech/secops-mcp
• mcp 📜 🏠 (⭐ 138, 🍴 19, 🐛 5) - Official Magic UI MCP server. javascript ai magicui magicuidesign mcp npm install magicuidesign/mcp
• meilisearch-mcp 🐍 🏠 📇 (⭐ 137, 🍴 17, 🐛 6) - A Model Context Protocol (MCP) server for interacting with Meilisearch through LLM interfaces. python agent mcp meilisearch modelcontextprotocol pip install git+https://github.com/meilisearch/meilisearch-mcp
• MCP-Salesforce 🐍 🏠 (⭐ 136, 🍴 46, 🐛 6) - MCP Salesforce connector python mcp modelcontextprotocol salesforce server pip install git+https://github.com/smn2gnt/MCP-Salesforce
• facebook-ads-library-mcp 🐍 🏠 📇 (⭐ 134, 🍴 13, 🐛 1) - MCP Server for Facebook ADs Library - Get instant answers from FB's ad library python ai analytics api facebook pip install git+https://github.com/trypeggy/facebook-ads-library-mcp
• google-analytics-mcp 🐍 🏠 (⭐ 134, 🍴 27, 🐛 6) - Google Analytics 4 MCP Server for Claude, Cursor, Windsurf etc - Access GA4 data through natural language with 200+ dimensions & metrics python mcp server go http pip install git+https://github.com/surendranb/google-analytics-mcp
• awesome-mcp-registry 📘 🏠 (⭐ 133, 🍴 19, 🐛 1) - Awesome MCP Servers and Packages Registry and Database with Structured JSON configurations typescript ai ai-agent ai-tools awesome npm install toolsdk-ai/awesome-mcp-registry
• mcp-server-langfuse 📘 🏠 (⭐ 132, 🍴 31, 🐛 9) - Model Context Protocol (MCP) Server for Langfuse Prompt Management. This server allows you to access and manage your Langfuse prompts through the Model Context Protocol. typescript langfuse llm llmops mcp npm install langfuse/mcp-server-langfuse
• OpenDataMCP 🐍 🏠 (⭐ 132, 🍴 19, 🐛 6) - Connect any Open Data to any LLM with Model Context Protocol. python llm mcp open-data http pip install git+https://github.com/OpenDataMCP/OpenDataMCP
• servicenow-mcp 🐍 🏠 (⭐ 132, 🍴 115, 🐛 11) - MCP Server for ServiceNow python mcp server http ai pip install git+https://github.com/osomai/servicenow-mcp
• flights-mcp 🐍 🏠 (⭐ 131, 🍴 24, 🐛 7) - An MCP server to search for flights. python mcp server pip install git+https://github.com/ravinahp/flights-mcp
• ticktick-mcp 🐍 🏠 📇 (⭐ 131, 🍴 49, 🐛 16) - MCP server that interacts with TickTick (Dida 365) via the TickTick Open API python mcp server api pip install git+https://github.com/jacepark12/ticktick-mcp
• mcp-shell-server 🐍 🏠 (⭐ 130, 🍴 38, 🐛 5) - Python-based python http git github pip install git+https://github.com/tumf/mcp-shell-server
• utcp-mcp 🐍 🏠 (⭐ 128, 🍴 14, 🐛 2) - All-in-one MCP server that can connect your AI agents to any native endpoint, powered by UTCP python ai ai-agent developer-tools llm pip install git+https://github.com/universal-tool-calling-protocol/utcp-mcp
• mcp-think-tool 🐍 🏠 (⭐ 127, 🍴 16, 🐛 8) - An MCP server implementing the think tool for Claude python mcp server pip install git+https://github.com/DannyMac180/mcp-think-tool
• quick-data-mcp 🐍 🏠 (⭐ 127, 🍴 25, 🐛 2) - Prompt focused MCP Server for .json and .csv agentic data analytics for Claude Code python mcp server json pip install git+https://github.com/disler/quick-data-mcp
• mcp-server-aws 🐍 🏠 (⭐ 126, 🍴 25) - A Model Context Protocol server implementation for operations on AWS resources python anthropic aws claude mcp pip install git+https://github.com/rishikavikondala/mcp-server-aws
• mcp-simple-pubmed 🐍 🏠 (⭐ 126, 🍴 24, 🐛 3) - MCP server for searching and querying PubMed medical papers/research database python mcp server database http pip install git+https://github.com/andybrandt/mcp-simple-pubmed
• mcp-server-plugin 🎯 🏠 (⭐ 124, 🍴 41, 🐛 22) - JetBrains MCP Server Plugin kotlin mcp server ai git clone https://github.com/JetBrains/mcp-server-plugin
• Google-Scholar-MCP-Server 🐍 🏠 (⭐ 123, 🍴 21, 🐛 8) - A MCP Server for Google Scholar: 🔍 Enable AI assistants to search and access Google Scholar papers through a simple MCP interface. python mcp server ai go pip install git+https://github.com/JackKuo666/Google-Scholar-MCP-Server
• aws-cost-explorer-mcp-server 🐍 🏠 (⭐ 122, 🍴 28, 🐛 3) - MCP server for understanding AWS spend python bedrock claude-desktop cost cost-explorer pip install git+https://github.com/aarora79/aws-cost-explorer-mcp-server
• solana-mcp 🐚 🏠 (⭐ 122, 🍴 42, 🐛 1) - A Model Context Protocol server for interacting with the Solana blockchain, powered by the Solana Agent Kit (https://github.com/sendaifun/solana-agent-kit) shell server ai http javascript git clone https://github.com/sendaifun/solana-mcp
• git-mcp-server 📘 🏠 (⭐ 121, 🍴 25, 🐛 4) - An MCP (Model Context Protocol) server enabling LLMs and AI agents to interact with Git repositories. Provides tools for comprehensive Git operations including clone, commit, branch, diff, log, status, push, pull, merge, rebase, worktree, tag management, and more, via the MCP standard. STDIO & HTTP. typescript ai enterprise-ready git git-server npm install cyanheads/git-mcp-server
• mcp-discord 🐍 🏠 (⭐ 121, 🍴 34, 🐛 14) - MCP server for discord bot python mcp server pip install git+https://github.com/hanweg/mcp-discord
• mcp-toolbox-sdk-python 🐍 🏠 (⭐ 121, 🍴 26, 🐛 18) - Python SDK for interacting with the MCP Toolbox for Databases. python databases genai langchain langchain-python pip install git+https://github.com/googleapis/mcp-toolbox-sdk-python
• mcp-summarizer 📜 🏠 (⭐ 120, 🍴 18, 🐛 7) - MCP Server for AI Summarization javascript ai ai-summarizer book bookreader npm install 0xshellming/mcp-summarizer
• mcp-use-ts 📘 🏠 (⭐ 120, 🍴 24, 🐛 19) - 🚀 mcp-use is a TypeScript library that makes it easy to connect LangChain.js-compatible LLMs with MCP servers. Build powerful, flexible AI agents with dynamic tool access and multi-server support. typescript agent langchain llm mcp npm install zandko/mcp-use
• yahoo-finance-mcp 🐍 🏠 (⭐ 120, 🍴 68, 🐛 2) - This is a Model Context Protocol (MCP) server that provides comprehensive financial data from Yahoo Finance. It allows you to retrieve detailed information about stocks, including historical prices, company information, financial statements, options data, and market news. python mcp mcp-server yahoo-finance yfinance pip install git+https://github.com/Alex2Yang97/yahoo-finance-mcp
• mcp-server-calculator 🐍 🏠 (⭐ 118, 🍴 17, 🐛 6) - A Model Context Protocol server for calculating. python server http llm git pip install git+https://github.com/githejie/mcp-server-calculator
• buttplug-mcp 🐹 🏠 (⭐ 116, 🍴 1, 🐛 1) - Buttplug.io Model Context Protocol (MCP) Server go buttplug llm mcp mcp-server go install conacademy/buttplug-mcp@latest
• dart-mcp-server 📘 🏠 (⭐ 115, 🍴 26, 🐛 4) - Dart AI Model Context Protocol (MCP) server typescript ai dart mcp server npm install its-dart/dart-mcp-server
• mcp-chat 📘 🏠 (⭐ 115, 🍴 13, 🐛 4) - Open Source Generic MCP Client for testing & evaluating mcp servers and agents typescript ai llm mcp server npm install flux159/mcp-chat
• mcp-server-starrocks 🐍 🏠 (⭐ 115, 🍴 34, 🐛 1) - StarRocks MCP (Model Context Protocol) Server python agent ai database mcp-server pip install git+https://github.com/StarRocks/mcp-server-starrocks
• mcp-package-version 🐹 🏠 (⭐ 113, 🍴 22, 🐛 3) - An MCP server that provides LLMs with the latest stable package versions when coding go ai javascript llm mcp go install sammcj/mcp-package-version@latest
• mcp-solver 🐍 🏠 (⭐ 113, 🍴 13, 🐛 6) - Model Context Protocol (MCP) server for constraint optimization and solving" python mcp server ai http pip install git+https://github.com/szeider/mcp-solver
• elevenlabs-mcp-server 🐍 🏠 📇 (⭐ 112, 🍴 22, 🐛 3) - Python-based python api http git github pip install git+https://github.com/mamertofabian/elevenlabs-mcp-server
• py-mcp-naver 🐍 🏠 (⭐ 112, 🍴 19, 🐛 2) - python MCP NAVER python mcp http git github pip install git+https://github.com/pfldy2850/py-mcp-naver
• photoshop-python-api-mcp-server 🐍 🏠 📇 (⭐ 111, 🍴 7, 🐛 13) - A Model Context Protocol (MCP) server that interfaces with Adobe Photoshop's Python API. Enables LLMs to execute image editing operations, automate workflows, and manage Photoshop tasks through structured commands and context-aware interactions. python mcp server api llm pip install git+https://github.com/loonghao/photoshop-python-api-mcp-server
• cursor-notebook-mcp 🐍 🏠 (⭐ 110, 🍴 10, 🐛 10) - Model Context Protocol (MCP) server designed to allow AI agents within Cursor to interact with Jupyter Notebook (.ipynb) files python cursor ipynb jupyter jupyter-notebook pip install git+https://github.com/jbeno/cursor-notebook-mcp
• LMStudio-MCP 🐚 🏠 (⭐ 110, 🍴 15) - A Model Control Protocol (MCP) server that allows Claude to communicate with locally running LLM models via LM Studio. shell mcp server llm git clone https://github.com/infinitimeless/LMStudio-MCP
• codeql-mcp 🐍 🏠 (⭐ 108, 🍴 15, 🐛 4) - This project runs a Model Context Protocol (MCP) server that wraps the CodeQL query server. It enables tools like Cursor or AI agents to interact with CodeQL through structured commands. python mcp server ai http pip install git+https://github.com/JordyZomer/codeql-mcp
• crawl4ai-mcp-server 🐍 🏠 (⭐ 108, 🍴 21, 🐛 3) - 用于提供给本地开发者的 LLM的高效互联网搜索&内容获取的MCP Server， 节省你的token python mcp server llm pip install git+https://github.com/weidwonder/crawl4ai-mcp-server
• MCP2Lambda 🐍 🏠 (⭐ 108, 🍴 19, 🐛 3) - Run any AWS Lambda function as a Large Language Model (LLM) tool without code changes using Anthropic's Model Context Protocol (MCP). python ai aws aws-lambda generative-ai pip install git+https://github.com/danilop/MCP2Lambda
• agentql-mcp 📜 🏠 (⭐ 107, 🍴 25, 🐛 3) - Model Context Protocol server that integrates AgentQL's data extraction capabilities. javascript agent agentql ai aiagent npm install tinyfish-io/agentql-mcp
• mcp-server-wazuh 🦀 🏠 (⭐ 107, 🍴 31, 🐛 4) - MCP Server for Wazuh SIEM rust llm mcp mcp-server model-context-pro cargo install --git https://github.com/gbrigandi/mcp-server-wazuh
• ultimate_mcp_server 🐍 🏠 (⭐ 106, 🍴 16, 🐛 5) - The Ultimate Model Context Protocol (MCP) Server, providing unified access to a wide variety of useful and powerful tools. python agent llm mcp mcp-server pip install git+https://github.com/Dicklesworthstone/llm_gateway_mcp_server
• logfire-mcp 🐍 🏠 (⭐ 105, 🍴 18, 🐛 7) - The Logfire MCP Server is here! :tada: python mcp server http git pip install git+https://github.com/pydantic/logfire-mcp
• open-streetmap-mcp 🐍 🏠 (⭐ 105, 🍴 27, 🐛 8) - An OpenStreetMap MCP server implementation that enhances LLM capabilities with location-based services and geospatial data. python anthropic-claude llm mcp mcp-server pip install git+https://github.com/jagan-shanmugam/open-streetmap-mcp
• mcp-logseq 🐍 🏠 📇 (⭐ 103, 🍴 13, 🐛 4) - MCP server to interact with LogSeq via its Local HTTP API - enabling AI assistants like Claude to seamlessly read, write, and manage your LogSeq graph. python mcp server api ai pip install git+https://github.com/ergut/mcp-logseq-server
• mcp-hubspot 🐍 🏠 📇 (⭐ 102, 🍴 50, 🐛 1) - A Model Context Protocol (MCP) server that enables AI assistants to interact with HubSpot CRM data, providing built-in vector storage and caching mechanisms help overcome HubSpot API limitations while improving response times. python crm faiss faiss-vector-database hubspot pip install git+https://github.com/buryhuang/mcp-hubspot
• superset-mcp 🐍 🏠 (⭐ 101, 🍴 22, 🐛 14) - connect to 50+ data stores via superset mcp server. Can use with open ai agent sdk, Claude app, cursor, windsurf python mcp server ai pip install git+https://github.com/aptro/superset-mcp
• mcp-mianshiya-server ☕ 🏠 (⭐ 100, 🍴 25, 🐛 13) - 基于 Spring AI 的面试鸭搜索题目的 MCP Server 服务，快速让 AI 搜索企业面试真题和答案 java ai backend interview-questions mcp git clone https://github.com/gulihua10010/mcp-mianshiya-server
• MCP-searxng 🐍 🏠 (⭐ 99, 🍴 14, 🐛 1) - MCP server for connecting agentic systems to search systems via searXNG python mcp server http git pip install git+https://github.com/SecretiveShell/MCP-searxng
• remote-mcp-apim-functions-python 🏠 📇 (⭐ 99, 🍴 54, 🐛 14) - Azure API Management as AI Gateway to Remote MCP servers. bicep mcp server api ai git clone https://github.com/Azure-Samples/remote-mcp-apim-functions-python
• chronulus-mcp 🐍 🏠 (⭐ 97, 🍴 16, 🐛 4) - MCP Server for Chronulus AI Forecasting and Prediction Agents http ai git github python pip install git+https://github.com/ChronulusAI/chronulus-mcp
• mcp-watch 📘 🏠 📇 (⭐ 96, 🍴 8, 🐛 4) - A comprehensive security scanner for Model Context Protocol (MCP) servers that detects vulnerabilities and security issues in your MCP server implementations. typescript agentic-ai anthropic mcp server npm install kapilduraphe/mcp-watch
• wikipedia-mcp 🐍 🏠 (⭐ 96, 🍴 22, 🐛 1) - A Model Context Protocol (MCP) server that retrieves information from Wikipedia to provide context to LLMs. python anthropic llm mcp-server open-source pip install git+https://github.com/Rudra-ravi/wikipedia-mcp
• mcp_polygon 🐍 🏠 📇 (⭐ 95, 🍴 20, 🐛 6) - An MCP server for Polygon.io Financial Market Data python cryptocurrency fintech llm market-data pip install git+https://github.com/polygon-io/mcp_polygon
• mcp-google-map 📘 🏠 📇 (⭐ 95, 🍴 33) - A powerful Model Context Protocol (MCP) server providing comprehensive Google Maps API integration with LLM processing capabilities. typescript ai dive google-map mcp npm install cablate/mcp-google-map
• mcp-tool-kit 🐍 🏠 (⭐ 95, 🍴 14, 🐛 2) - Agentic abstraction layer for building high precision vertical AI agents written in python for Model Context Protocol. python agentic-ai enterprise generative-ai llm pip install git+https://github.com/getfounded/mcp-tool-kit
• remote-mcp-functions-python 🏠 (⭐ 95, 🍴 44, 🐛 4) bicep git clone https://github.com/Azure-Samples/remote-mcp-functions-python
• freecad_mcp 🐍 🏠 (⭐ 91, 🍴 19, 🐛 9) - FreecadMCP connects Freecad to Claude AI and other MCP-ready tools like Cursor through the Model Context Protocol (MCP), allowing Claude to directly interact with and control Freecad. This integration enables prompt assisted CAD 3d Design. python mcp ai pip install git+https://github.com/bonninr/freecad_mcp
• flyworks-mcp 🐍 🏠 (⭐ 90, 🍴 13, 🐛 1) - Fast and free zeroshot lipsync MCP server python mcp server http ai pip install git+https://github.com/Flyworks-AI/flyworks-mcp
• zettelkasten-mcp 🐍 🏠 (⭐ 89, 🍴 14, 🐛 6) - A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, explore and synthesize atomic notes through Claude and other MCP-compatible clients. python claude knowledge-graph llm markdown pip install git+https://github.com/entanglr/zettelkasten-mcp
• UnityMCPIntegration 🔷 🏠 (⭐ 88, 🍴 19, 🐛 4) - Enable AI Agents to Control Unity c# ai game-development mcp unity git clone https://github.com/quazaai/UnityMCPIntegration
• all-in-one-model-context-protocol 🏠 (⭐ 87, 🍴 8, 🐛 2) - 🚀 All-in-one MCP server with AI search, RAG, and multi-service integrations (GitLab/Jira/Confluence/YouTube) for AI-enhanced development workflows deepseek mcp model-context-protocol server ai git clone https://github.com/nguyenvanduocit/all-in-one-model-context-protocol
• mcp-server-apache-airflow 🐍 🏠 (⭐ 86, 🍴 24, 🐛 10) - Python-based python http ai git github pip install git+https://github.com/yangkyeongmo/mcp-server-apache-airflow
• zin-mcp-client 🐍 🏠 (⭐ 85, 🍴 15) - MCP Client which serves as bridge between mcp servers and local LLMs running on Ollama, Created for MCP Servers Developed by Me, However other MCP Servers may run as well python ai cli-app cybersecurity-tools ethical-hacking-tools pip install git+https://github.com/zinja-coder/zin-mcp-client
• binary_ninja_mcp 🐍 🏠 (⭐ 84, 🍴 25, 🐛 9) - A Binary Ninja plugin containing an MCP server that enables seamless integration with your favorite LLM/MCP client. python mcp server ai ml pip install git+https://github.com/fosdickio/binary_ninja_mcp
• mcp-streamable-http 📘 🏠 (⭐ 84, 🍴 19, 🐛 2) - Example implementation of MCP Streamable HTTP client/server in Python and TypeScript. typescript llm mcp mcp-client mcp-server npm install invariantlabs-ai/mcp-streamable-http
• multi-mcp 🐍 🏠 (⭐ 84, 🍴 25, 🐛 3) - Python-based python pip install git+https://github.com/kfirtoledo/multi-mcp
• sqlite-explorer-fastmcp-mcp-server 🐍 🏠 (⭐ 84, 🍴 23, 🐛 5) - An MCP server that provides safe, read-only access to SQLite databases through Model Context Protocol (MCP). This server is built with the FastMCP framework, which enables LLMs to explore and query SQLite databases with built-in safety features and query validation. python database-tools llm-integration llm-tools mcp pip install git+https://github.com/hannesrudolph/sqlite-explorer-fastmcp-mcp-server
• mcp-server-perplexity 🐍 🏠 📇 (⭐ 82, 🍴 30, 🐛 3) - Python-based http git github python api pip install git+https://github.com/tanigami/mcp-server-perplexity
• node-candidate-mcp-server 📘 🏠 (⭐ 82, 🍴 5) - A Model Context Protocol (MCP) server library that gives LLMs access to information about a candidate. typescript ai mcp server llm npm install jhgaylor/node-candidate-mcp-server
• aseprite-mcp 🐍 🏠 📇 (⭐ 81, 🍴 9, 🐛 3) - MCP server for interacting with the Aseprite API python mcp server api http pip install git+https://github.com/diivi/aseprite-mcp
• mcp-server-llamacloud 📜 🏠 (⭐ 81, 🍴 17, 🐛 2) - A MCP server connecting to managed indexes on LlamaCloud http ai git github javascript npm install run-llama/mcp-server-llamacloud
• terminal-controller-mcp 🐍 🏠 (⭐ 81, 🍴 16, 🐛 4) - A Model Context Protocol (MCP) server that enables secure terminal command execution, directory navigation, and file system operations through a standardized interface. python mcp server file http pip install git+https://github.com/GongRzhe/terminal-controller-mcp
• needle-mcp 🐍 🏠 (⭐ 79, 🍴 20, 🐛 2) - Needle MCP Server for easy RAG.Long-term memory for LLMs. python ai mcp modelcontextprotocol rag pip install git+https://github.com/JANHMS/needle-mcp-server
• paiml-mcp-agent-toolkit 🦀 🏠 (⭐ 79, 🍴 14, 🐛 7) - Pragmatic AI Labs MCP Agent Toolkit - An MCP Server designed to make code with agents more deterministic rust agentic c deno kotlin cargo install --git https://github.com/paiml/paiml-mcp-agent-toolkit
• sample-agentic-ai-demos 🐍 🏠 (⭐ 79, 🍴 29, 🐛 4) - Collection of examples of how to use Model Context Protocol with AWS. python agents bedrock genai mcp git clone https://github.com/aws-samples/Sample-Model-Context-Protocol-Demos
• mcp-email-server 🐍 🏠 (⭐ 78, 🍴 28, 🐛 4) - IMAP and SMTP via MCP Server python mcp server pip install git+https://github.com/ai-zerolab/mcp-email-server
• OpenSCAD-MCP-Server 🐍 🏠 (⭐ 78, 🍴 17, 🐛 3) - Devin's attempt at creating an OpenSCAD MCP Server that takes a user prompt and generates a preview image and 3d file. python mcp server pip install git+https://github.com/jhacksman/OpenSCAD-MCP-Server
• mysql-mcp-server-sse 🐍 🏠 (⭐ 77, 🍴 21, 🐛 5) - MySQL query server based on the MCP sse.Multi-level SQL risk control & injection protection Docker support for quick deployment python ai dockerfile mcp mysql pip install git+https://github.com/mangooer/mysql-mcp-server-sse
• Awesome-Claude-MCP-Servers 🏠 (⭐ 75, 🍴 8, 🐛 2) - A curated list of Model Context Protocol (MCP) servers optimized for Claude AI assistants. mcp server ai git clone https://github.com/win4r/Awesome-Claude-MCP-Servers
• ffmpeg-mcp 🐍 🏠 (⭐ 75, 🍴 12) - Using ffmpeg command line to achieve an mcp server, can be very convenient, through the dialogue to achieve the local video search, tailoring, stitching, playback,clip, overlay, concat and other functions python mcp server ai pip install git+https://github.com/video-creator/ffmpeg-mcp
• mcp-local-rag 🐍 🏠 📇 (⭐ 75, 🍴 15, 🐛 2) - "primitive" RAG-like web search model context protocol (MCP) server that runs locally. ✨ no APIs ✨ python mcp mcp-server model-context-protocol rag pip install git+https://github.com/nkapila6/mcp-local-rag
• mcp-azure-devops 🐍 🏠 (⭐ 74, 🍴 37, 🐛 14) - A Model Context Protocol (MCP) server enabling AI assistants to interact with Azure DevOps services via Python SDK. python mcp server ai azure pip install git+https://github.com/Vortiago/mcp-azure-devops
• mcp-browser-use 🐍 🏠 📇 (⭐ 74, 🍴 13, 🐛 7) - FastAPI server implementing MCP protocol Browser automation via browser-use library. python agent-ai agentic-ai browser-use mcp pip install git+https://github.com/JovaniPink/mcp-browser-use
• garmin_mcp 🐍 🏠 (⭐ 73, 🍴 16, 🐛 4) - MCP server to access Garmin data python mcp server pip install git+https://github.com/Taxuspt/garmin_mcp
• mcp-server-atlassian-bitbucket 📘 🏠 (⭐ 73, 🍴 28, 🐛 19) - Node.js/TypeScript MCP server for Atlassian Bitbucket. Enables AI systems (LLMs) to interact with workspaces, repositories, and pull requests via tools (list, get, comment, search). Connects AI directly to version control workflows through the standard MCP interface. typescript ai ai-connector ai-integration anthropic npm install aashari/mcp-server-atlassian-bitbucket
• mcp-server-openai 🐍 🏠 (⭐ 73, 🍴 18, 🐛 6) - Query OpenAI models directly from Claude using MCP protocol. http ai openai git github pip install git+https://github.com/pierrebrunelle/mcp-server-openai
• freqtrade-mcp 🐍 🏠 (⭐ 72, 🍴 18, 🐛 5) - An MCP server that integrates with the Freqtrade cryptocurrency trading bot. python mcp server http git pip install git+https://github.com/kukapay/freqtrade-mcp
• alpha-vantage-mcp 🐍 🏠 📇 (⭐ 71, 🍴 32, 🐛 4) - MCP Server for Alpha Advantage API python mcp server api http pip install git+https://github.com/berlinbra/alpha-vantage-mcp
• share-best-mcp 🐍 🏠 (⭐ 71, 🍴 13) - 世界上最好的MCP Servers的列表,The best mcp servers in the world. python mcp server pip install git+https://github.com/shareAI-lab/share-best-mcp
• mcp-ts-template 📘 🏠 (⭐ 70, 🍴 10, 🐛 3) - A production-grade TypeScript template for building robust Model Context Protocol (MCP) servers, featuring built-in observability with OpenTelemetry, advanced error handling, comprehensive utilities, and a modular architecture. typescript ai llm llm-agent mcp npm install cyanheads/mcp-ts-template
• mcp-youtube-transcript 🐍 🏠 (⭐ 70, 🍴 24, 🐛 5) - MCP server retrieving transcripts of YouTube videos python mcp-server youtube mcp server pip install git+https://github.com/jkawamoto/mcp-youtube-transcript
• mcp-gateway 🐍 🏠 (⭐ 69, 🍴 12, 🐛 3) - MCP Gateway and Registry html mcp go server python git clone https://github.com/igutekunst/mcp-gateway
• mcp-server-any-openapi 🐍 🏠 📇 (⭐ 69, 🍴 14, 🐛 1) - A MCP server that enables Claude to discover and call any API endpoint through semantic search. Intelligently chunks OpenAPI specifications to handle large API documentation, with built-in request execution capabilities. Perfect for integrating private APIs with Claude Desktop. python faiss mcp-server openapi semantic-search pip install git+https://github.com/baryhuang/mcp-server-any-openapi
• mcp-server-idapro 🐍 🏠 (⭐ 69, 🍴 21, 🐛 1) - A Model Context Protocol (MCP) server that enables AI assistants to interact with IDA Pro for reverse engineering and binary analysis tasks. python ai aiagent binary-analysis dissaseembly pip install git+https://github.com/fdrechsler/mcp-server-idapro
• imessage-query-fastmcp-mcp-server 🐍 🏠 (⭐ 68, 🍴 13, 🐛 3) - An MCP server that provides safe access to your iMessage database through Model Context Protocol (MCP). This server is built with the FastMCP framework and the imessagedb library, enabling LLMs to query and analyze iMessage conversations with proper phone number validation and attachment handling. python llm mcp mcp-server server pip install git+https://github.com/hannesrudolph/imessage-query-fastmcp-mcp-server
• mcp-excel-server 🐍 🏠 (⭐ 68, 🍴 14) - The Excel MCP Server is a powerful tool that enables natural language interaction with Excel files through the Model Context Protocol (MCP). It provides a comprehensive set of capabilities for reading, analyzing, visualizing, and writing Excel data. python claude claude-mcp data excel pip install git+https://github.com/yzfly/mcp-excel-server
• mcp.science 🐍 🏠 (⭐ 68, 🍴 19, 🐛 3) - Open Source MCP Servers for Scientific Research python mcp server pip install git+https://github.com/pathintegral-institute/mcp-servers
• stealth-browser-mcp 🐍 🏠 (⭐ 68, 🍴 11) - The only browser automation that bypasses anti-bot systems. AI writes network hooks, clones UIs pixel-perfect via simple chat. python ai-agent-tools ai-tools anthropic anti-bot-bypass pip install git+https://github.com/vibheksoni/stealth-browser-mcp
• awsome_kali_MCPServers 🐍 🏠 (⭐ 67, 🍴 6) - awsome kali MCPServers is a set of MCP servers tailored for Kali Linux python agent kali-linux llm mcp-server pip install git+https://github.com/ccq1/awsome_kali_MCPServers
• jvm-mcp-server 🐍 🏠 (⭐ 67, 🍴 13, 🐛 2) - This is an implementation project of a JVM-based MCP (Model Context Protocol) server. The project aims to provide a standardized MCP server implementation for the JVM platform, enabling AI models to better interact with the Java ecosystem. python mcp server ai http pip install git+https://github.com/xzq-xu/jvm-mcp-server
• mythic_mcp 🐍 🏠 (⭐ 67, 🍴 16, 🐛 3) - A simple POC to expose Mythic as a MCP server python mcp server pip install git+https://github.com/xpn/mythic_mcp
• academic-search-mcp-server 🐍 🏠 (⭐ 66, 🍴 8, 🐛 2) - Academic Paper Search MCP Server for Claude Desktop integration. Allows Claude to access data from Semantic Scholar and Crossref. python academic ai llm mcp pip install git+https://github.com/afrise/academic-search-mcp-server
• pubmedmcp 🐍 🏠 (⭐ 66, 🍴 12, 🐛 1) - A MCP server for PubMed data python mcp server pip install git+https://github.com/grll/pubmedmcp
• splunk-mcp 🐍 🏠 (⭐ 66, 🍴 26, 🐛 12) - A Model Context Protocol (MCP) implementation for Splunk Enterprise and Cloud integration with Cursor IDE or Claude python mcp pip install git+https://github.com/livehybrid/splunk-mcp
• Wazuh-MCP-Server 🐍 🏠 (⭐ 66, 🍴 18, 🐛 2) - AI-powered security operations with Wazuh SIEM + Claude Desktop. Natural language threat detection, automated incident response & compliance. Real-time monitoring, ML anomaly detection. Transform your SOC with conversational security analysis. Production-ready MCP server. python ai claude claude-ai claude-code pip install git+https://github.com/unmuktoai/Wazuh-MCP-Server
• mcp-github-project-manager 📘 🏠 (⭐ 65, 🍴 22, 🐛 7) - a mcp server to manage github project's functionality typescript ai automate github-projects mcp npm install kunwarVivek/mcp-github-project-manager
• mcp-redmine 🐍 🏠 📇 (⭐ 65, 🍴 21, 🐛 5) - A redmine MCP server covering close to 100% of redmines API python mcp server api pip install git+https://github.com/runekaagaard/mcp-redmine
• mcp-pdf-tools 🐍 🏠 (⭐ 64, 🍴 7, 🐛 2) - MCP server for working with PDF files python mcp server pip install git+https://github.com/hanweg/mcp-pdf-tools
• mcp-python-interpreter 🐍 🏠 (⭐ 64, 🍴 23, 🐛 2) - MCP Python Interpreter: run python code. Python-mcp-server, mcp-python-server, Code Executor python claude claude-mcp code mcp pip install git+https://github.com/yzfly/mcp-python-interpreter
• mcp-llm 📜 🏠 (⭐ 63, 🍴 8) - An MCP server that provides LLMs access to other LLMs javascript anthropic bedrock claude llama npm install sammcj/mcp-llm
• openai-websearch-mcp 🐍 🏠 (⭐ 63, 🍴 13, 🐛 5) - openai websearch tool as mcp server python mcp server web ai pip install git+https://github.com/ConechoAI/openai-websearch-mcp
• dicom-mcp 🐍 🏠 (⭐ 62, 🍴 19, 🐛 7) - Model Context Protocol (MCP) for interacting with dicom servers (PACS etc.) python mcp server http git pip install git+https://github.com/ChristianHinge/dicom-mcp
• lucidity-mcp 🐍 🏠 (⭐ 62, 🍴 19, 🐛 5) - AI-powered code quality analysis using MCP to help AI assistants review code more effectively. Analyze git changes for complexity, security issues, and more through structured prompts. python ai-tools claude code-analysis code-quality pip install git+https://github.com/hyperb1iss/lucidity-mcp
• sample-mcp-server-s3 🐍 🏠 (⭐ 62, 🍴 15, 🐛 8) - Python-based python http aws git github pip install git+https://github.com/aws-samples/sample-mcp-server-s3
• discord-mcp ☕ 🏠 (⭐ 61, 🍴 15, 🐛 1) - A MCP server for the Discord integration. Enable your AI assistants to seamlessly interact with Discord. Enhance your Discord experience with powerful automation capabilities. java ai claude discord discord-bot git clone https://github.com/SaseQ/discord-mcp
• github-chat-mcp 🐍 🏠 📇 (⭐ 61, 🍴 9, 🐛 3) - A Model Context Protocol (MCP) for analyzing and querying GitHub repositories using the GitHub Chat API. python github mcp mcp-server api pip install git+https://github.com/AsyncFuncAI/github-chat-mcp
• oxylabs-mcp 🐍 🏠 📇 (⭐ 61, 🍴 14, 🐛 2) - Official Oxylabs MCP integration python ai-tools data-collection e-comerce-scraping llm pip install git+https://github.com/oxylabs/oxylabs-mcp
• semantic-scholar-fastmcp-mcp-server 🐍 🏠 📇 (⭐ 61, 🍴 10, 🐛 4) - A FastMCP server implementation for the Semantic Scholar API, providing comprehensive access to academic paper data, author information, and citation networks. python agent fastmcp llm mcp pip install git+https://github.com/YUZongmin/semantic-scholar-fastmcp-mcp-server
• deepview-mcp 🐍 🏠 (⭐ 60, 🍴 13, 🐛 2) - DeepView MCP is a Model Context Protocol server that enables IDEs like Cursor and Windsurf to analyze large codebases using Gemini 2.5 Pro's extensive context window. python mcp server http ai pip install git+https://github.com/ai-1st/deepview-mcp
• mcp-sap-gui 🐍 🏠 (⭐ 60, 🍴 17, 🐛 8) - MCP server that allows simple SAP GUI interaction for LLM models using simulated mouse clicks and keyboard input. python mcp server llm pip install git+https://github.com/mario-andreschak/mcp-sap-gui
• r0idamcp 🐍 🏠 (⭐ 60, 🍴 9, 🐛 2) - r0idamcp is a SSE protocal MCP server IDA pro plugin designed for automatic reverse engineering with LLM assistant python mcp server llm pip install git+https://github.com/r0ysue/r0idamcp
• x-mcp 🐍 🏠 (⭐ 60, 🍴 21, 🐛 1) - Python-based python http git github pip install git+https://github.com/vidhupv/x-mcp
• MCP-wolfram-alpha 🐍 🏠 📇 (⭐ 59, 🍴 14, 🐛 1) - Connect your chat repl to wolfram alpha computational intelligence python mcp mcp-server wolfram wolfram-alpha pip install git+https://github.com/SecretiveShell/MCP-wolfram-alpha
• opencv-mcp-server 🐍 🏠 (⭐ 59, 🍴 8, 🐛 2) - OpenCV MCP Server provides OpenCV's image and video processing capabilities through the Model Context Protocol (MCP). Access powerful computer vision tools for tasks ranging from basic image manipulation to advanced object detection and tracking. python mcp server http ai pip install git+https://github.com/GongRzhe/opencv-mcp-server
• gmail-mcp-server 🐍 🏠 (⭐ 58, 🍴 32, 🐛 3) - Model Context Protocol (MCP) server for Gmail python mcp server ai pip install git+https://github.com/jasonsum/gmail-mcp-server
• heurist-mesh-mcp-server 🐍 🏠 (⭐ 58, 🍴 15, 🐛 6) - Python-based python web http ai git pip install git+https://github.com/heurist-network/heurist-mesh-mcp-server
• OmniMCP 🐍 🏠 (⭐ 58, 🍴 10, 🐛 15) - OmniMCP uses Microsoft OmniParser and Model Context Protocol (MCP) to provide AI models with rich UI context and powerful interaction capabilities. python anthropic aws computeruse gemini pip install git+https://github.com/OpenAdaptAI/OmniMCP
• ccxt-mcp 📘 🏠 (⭐ 57, 🍴 13) - CCXT MCP Server bridges the gap between AI models and cryptocurrency trading by providing a standardized interface through the Model Context Protocol. Created to empower automated trading strategies, this tool allows AI assistants like Claude and GPT to directly interact with over 100 cryptocurrency exchanges without requiring users to write comple typescript agent ai ai-trading ccxt npm install Obinox04/ccxt-mcp
• piapi-mcp-server 📘 🏠 📇 (⭐ 57, 🍴 21, 🐛 5) - A TypeScript implementation of a Model Context Protocol (MCP) server that integrates with PiAPI's API. PiAPI makes user able to generate media content with Midjourney/Flux/Kling/LumaLabs/Udio/Chrip/Trellis directly from Claude or any other MCP-compatible apps. api web http ai git npm install apinetwork/piapi-mcp-server
• pinescript-mcp-server 🏠 (⭐ 57, 🍴 15, 🐛 1) - A Model Context Protocol (MCP) server for working with TradingView PineScript html mcp server git clone https://github.com/cklose2000/pinescript-mcp-server
• zabbix-mcp-server 🐍 🏠 📇 (⭐ 57, 🍴 18, 🐛 3) - 🔌 Complete MCP server for Zabbix integration - Connect AI assistants to Zabbix monitoring with 40+ tools for hosts, items, triggers, templates, problems, and more. Features read-only mode and comprehensive API coverage. python mcp server api ai pip install git+https://github.com/mpeirone/zabbix-mcp-server
• Awesome-MCP-Server 🐍 🏠 (⭐ 56, 🍴 28) - All MCP Servers related projects. python mcp server pip install git+https://github.com/AIAnytime/Awesome-MCP-Server
• jira-mcp 🐹 🏠 (⭐ 56, 🍴 15, 🐛 1) - A Go-based MCP (Model Control Protocol) connector for Jira that enables AI assistants like Claude to interact with Atlassian Jira. This tool provides a seamless interface for AI models to perform common Jira operations including issue management, sprint planning, and workflow transitions. go ai golang-mcp jira jira-mcp go install nguyenvanduocit/jira-mcp@latest
• mcp-difyworkflow-server 🐹 🏠 (⭐ 56, 🍴 14, 🐛 2) - mcp-difyworkflow-server is an mcp server Tools application that implements the query and invocation of Dify workflows, supporting the on-demand operation of multiple custom Dify workflows. go ai mcp mcp-server server go install gotoolkits/mcp-difyworkflow-server@latest
• mcp-fal 🐍 🏠 (⭐ 56, 🍴 17, 🐛 1) - A Model Context Protocol (MCP) server for interacting with fal.ai models and services. python mcp server ai pip install git+https://github.com/am0y/mcp-fal
• netbox-mcp-server 🐍 🏠 (⭐ 56, 🍴 28, 🐛 12) - Model Context Protocol (MCP) server for read-only interaction with NetBox data in LLMs python mcp mcp-server netbox server pip install git+https://github.com/netboxlabs/netbox-mcp-server
• python_mcp 🐍 🏠 (⭐ 56, 🍴 14, 🐛 5) - MCP Server to run python code locally python mcp server pip install git+https://github.com/Alec2435/python_mcp
• bing-search-mcp 🐍 🏠 📇 (⭐ 55, 🍴 5, 🐛 3) - MCP Server for Bing Search API python claude mcp mcp-server server pip install git+https://github.com/leehanchung/bing-search-mcp
• boilerplate-mcp-server 📘 🏠 (⭐ 55, 🍴 20, 🐛 9) - TypeScript Model Context Protocol (MCP) server boilerplate providing IP lookup tools/resources. Includes CLI support and extensible structure for connecting AI systems (LLMs) to external data sources like ip-api.com. Ideal template for creating new MCP integrations via Node.js. typescript ai ai-integration anthropic boilerplate npm install aashari/boilerplate-mcp-server
• data-gov-il-mcp 📜 🏠 (⭐ 55, 🍴 13, 🐛 1) - Advanced MCP server for seamless access to Israeli Government Open Data javascript ai claude data-gov-il government-data npm install DavidOsherProceed/data-gov-il-mcp
• fantasy-pl-mcp 🐍 🏠 (⭐ 55, 🍴 17, 🐛 1) - Fantasy Premier League MCP Server python mcp server http git pip install git+https://github.com/rishijatia/fantasy-pl-mcp
• nexonco-mcp 🐍 🏠 (⭐ 55, 🍴 8, 🐛 1) - An advanced MCP Server for accessing and analyzing clinical evidence data, with flexible search options to support precision medicine and oncology research. python ai health mcp server pip install git+https://github.com/Nexgene-Research/nexonco-mcp
• dify-plugin-mcp_server 🐍 🏠 (⭐ 54, 🍴 8, 🐛 3) - Python-based python pip install git+https://github.com/hjlarry/dify-plugin-mcp_server
• kokoro-tts-mcp 🐍 🏠 (⭐ 54, 🍴 13, 🐛 4) - Kokoro Text to Speech (TTS) MCP Server python mcp server http git pip install git+https://github.com/mberg/kokoro-tts-mcp
• lldb-mcp 🐍 🏠 (⭐ 54, 🍴 5, 🐛 2) - LLDB MCP server (Python-based) python mcp server http llm pip install git+https://github.com/stass/lldb-mcp
• mcp-server-ccxt 🐍 🏠 (⭐ 54, 🍴 16, 🐛 1) - Cryptocurrency Market Data MCP Server python agent ai ccxt cryptocurrency pip install git+https://github.com/Nayshins/mcp-server-ccxt
• omniparser-autogui-mcp 🐍 🏠 (⭐ 54, 🍴 10, 🐛 3) - Automatic operation of on-screen GUI. python http git github pip install git+https://github.com/NON906/omniparser-autogui-mcp
• wandb-mcp-server 🐍 🏠 (⭐ 54, 🍴 7, 🐛 3) - A collection of MCP (Model Context Protocol) tools and examples for wandb and weave python mcp pip install git+https://github.com/wandb/MCP-server
• intervals-mcp-server 🐍 🏠 📇 (⭐ 53, 🍴 22, 🐛 1) - Model Context Protocol (MCP) server for connecting Claude with the Intervals.icu API python mcp server api pip install git+https://github.com/mvilanova/intervals-mcp-server
• markitdown_mcp_server 🐍 🏠 (⭐ 53, 🍴 11, 🐛 2) - A Model Context Protocol (MCP) server that converts various file formats to Markdown using the MarkItDown utility. python mcp mcp-server server pip install git+https://github.com/KorigamiK/markitdown_mcp_server
• mcp-for-api 🐍 🏠 (⭐ 53, 🍴 15, 🐛 5) - Appwrite’s MCP server. Operating your backend has never been easier. python mcp server pip install git+https://github.com/christyjacob4/mcp-server-appwrite
• mcp-hn 🐍 🏠 (⭐ 53, 🍴 13, 🐛 3) - MCP Server for Hackernews python mcp server http git pip install git+https://github.com/erithwik/mcp-hn
• mcp-ppt 🐍 🏠 (⭐ 53, 🍴 11) - A mcp server supporting you to generate powerpoint using LLM and natural language automatically. python mcp server llm pip install git+https://github.com/ltc6539/mcp-ppt
• mcp-server-datahub 🐍 🏠 (⭐ 53, 🍴 20, 🐛 6) - The official Model Context Protocol (MCP) server for DataHub (https://datahub.com) python mcp server http git pip install git+https://github.com/acryldata/mcp-server-datahub
• mobile-mcp 📘 🏠 (⭐ 53, 🍴 3) - A Model Context Protocol (MCP) server that provides mobile automation capabilities. typescript adb ai android claude npm install runablehq/mobile-mcp
• wecom-bot-mcp-server 🐍 🏠 (⭐ 53, 🍴 10, 🐛 5) - A Python server implementation for WeCom (WeChat Work) bot that follows the Model Context Protocol (MCP). This server provides a standardized interface for handling automated messaging and context-aware interactions within enterprise WeChat environments. python mcp server pip install git+https://github.com/loonghao/wecom-bot-mcp-server
• anilist-mcp 📘 🏠 📇 (⭐ 52, 🍴 8, 🐛 1) - AniList MCP server for accessing anime and manga data typescript ai anilist anime api npm install yuna0x0/anilist-mcp
• cryptopanic-mcp-server 🐍 🏠 (⭐ 52, 🍴 19, 🐛 3) - Provide latest cryptocurrency news to AI agents. python ai http git github pip install git+https://github.com/kukapay/cryptopanic-mcp-server
• demcp-defillama-mcp 🐍 🏠 (⭐ 52, 🍴 13, 🐛 2) - Python-based python pip install git+https://github.com/demcp/defillama-mcp
• mcp-applemusic 🐍 🏠 (⭐ 52, 🍴 12, 🐛 2) - An experimental MCP server for controlling Apple Music. python mcp server pip install git+https://github.com/kennethreitz/mcp-applemusic
• mcp-headless-gmail 🐍 🏠 ☁️ (⭐ 52, 🍴 25, 🐛 2) - A MCP (Model Context Protocol) server that provides get, send Gmails without local credential or token setup. python ai-assistant gmail gmail-bot google-suite pip install git+https://github.com/baryhuang/mcp-headless-gmail
• mcp-server-okppt 🐍 🏠 (⭐ 52, 🍴 3) - 这个项目是一个基于MCP (Model Context Protocol) 的服务器工具，名为 "MCP OKPPT Server"。它的核心功能是允许大型语言模型（如Claude、GPT等）通过生成SVG图像来间接设计和创建PowerPoint演示文稿。工具负责将这些SVG图像高质量地插入到PPTX幻灯片中，并保留其矢量特性，确保图像在PowerPoint中可缩放且清晰。 python mcp server pip install git+https://github.com/NeekChaw/mcp-server-okppt
• codealive-mcp 🐍 🏠 (⭐ 51, 🍴 5, 🐛 2) - Python-based python pip install git+https://github.com/CodeAlive-AI/codealive-mcp
• mcp-powershell-exec 🐍 🏠 (⭐ 51, 🍴 9, 🐛 1) - MCP Server for executing PowerShell scripts python mcp server pip install git+https://github.com/dfinke/mcp-powershell-exec
• yfinance-mcp 🐍 🏠 (⭐ 51, 🍴 19, 🐛 2) - Python-based python finance mcp mcp-server yahoo-finance pip install git+https://github.com/narumiruna/yfinance-mcp
• kospi-kosdaq-stock-server 🐍 🏠 (⭐ 50, 🍴 12) - An MCP server that provides KOSPI/KOSDAQ stock data using FastMCP python finance mcp server pip install git+https://github.com/dragon1086/kospi-kosdaq-stock-server
• mcp-server-azure-ai-agents 🐍 🏠 (⭐ 50, 🍴 12, 🐛 4) - Model Context Protocol Servers for Azure AI Search python server ai azure pip install git+https://github.com/farzad528/mcp-server-azure-ai-search
• reaper-mcp-server 🐍 🏠 (⭐ 50, 🍴 8, 🐛 1) - An MCP Server for interacting with Reaper projects. python mcp server http git pip install git+https://github.com/dschuler36/reaper-mcp-server
• yokatlas-mcp 🐍 🏠 (⭐ 50, 🍴 5) - MCP Server for YOK Atlas python mcp server pip install git+https://github.com/saidsurucu/yokatlas-mcp
• BurpSuite-MCP-Server 🐍 🏠 (⭐ 49, 🍴 2, 🐛 3) - BurpSuite MCP Server: A powerful Model Context Protocol (MCP) server implementation for BurpSuite, providing programmatic access to Burp's core functionalities. python mcp server pip install git+https://github.com/X3r0K/BurpSuite-MCP-Server
• cve-search_mcp 🐍 🏠 📇 (⭐ 49, 🍴 8, 🐛 2) - A Model Context Protocol (MCP) server for querying the CVE-Search API python cve mcp-server vulunhub mcp pip install git+https://github.com/roadwy/cve-search_mcp
• deepseek-claude-MCP-server 🐍 🏠 (⭐ 49, 🍴 11, 🐛 2) - a MCP server which integrates reasoning capabilities of DeepSeek R1 model into claude desktop app. python mcp server pip install git+https://github.com/HarshJ23/deepseek-claude-MCP-server
• fastapi_mcp_sse 🐍 🏠 📇 (⭐ 49, 🍴 10, 🐛 4) - A working example to create a FastAPI server with SSE-based MCP support python mcp server api pip install git+https://github.com/panz2018/fastapi_mcp_sse
• leetcode-mcp-server 📘 🏠 (⭐ 49, 🍴 13, 🐛 4) - An MCP server enabling automated access to LeetCode's problems, solutions, and public data with optional authentication for user-specific features, supporting leetcode.com & leetcode.cn sites. typescript ai algorithm lc leetcode npm install jinzcdev/leetcode-mcp-server
• mcp-server-box 🐍 🏠 📇 (⭐ 49, 🍴 19, 🐛 8) - An MCP server capable of interacting with the Box API python mcp server api http pip install git+https://github.com/box-community/mcp-server-box
• plex-mcp-server 🐍 🏠 (⭐ 49, 🍴 12, 🐛 1) - MCP Server for Plex to allow LLMs to converse with Plex. python mcp server llm pip install git+https://github.com/vladimir-tutin/plex-mcp-server
• scrapling-fetch-mcp 🐍 🏠 (⭐ 49, 🍴 6, 🐛 3) - Helps AI assistants access text content from bot-protected websites. MCP server that fetches HTML/markdown from sites with anti-automation measures using Scrapling. python mcp server web ai pip install git+https://github.com/cyberchitta/scrapling-fetch-mcp
• chess-mcp 🐍 🏠 📇 (⭐ 48, 🍴 12, 🐛 4) - A Model Context Protocol server for Chess.com's Published Data API. This provides access to Chess.com player data, game records, and other public information through standardized MCP interfaces, allowing AI assistants to search and analyze chess information. python mcp server api ai pip install git+https://github.com/pab1it0/chess-mcp
• claude-mcp-setup 🐍 🏠 (⭐ 48, 🍴 13, 🐛 2) - Easy setup script for Anthropic Claude Model Context Protocol (MCP) servers on Windows python mcp server pip install git+https://github.com/patruff/claude-mcp-setup
• deep-research-mcp-server 📘 🏠 (⭐ 48, 🍴 9) - MCP Deep Research Server using Gemini creating a Research AI Agent typescript ai ai-agents ai-research ai-research-assistant npm install ssdeanx/deep-research-mcp-server
• mcp-server-node 📜 🏠 (⭐ 48, 🍴 11) - MCP Server implemented in JavaScript using Node.js that demonstrates how to build an MCP server with a custom prompt and custom tools, including one that loads an environment variable from a configuration file, to integrate seamlessly with AI-assisted environments like Cursor IDE. javascript ai cursor mcp-server nodejs npm install lucianoayres/mcp-server-node
• mcp-client 🐍 🏠 📇 (⭐ 48, 🍴 17, 🐛 1) - build agents and complex workflows with LLMs python api rest http ai pip install git+https://github.com/rakesh-eltropy/mcp-client
• quick-mcp-example 🐍 🏠 (⭐ 48, 🍴 21, 🐛 2) - Short and sweet example MCP server / client implementation for Tools, Resources and Prompts. python mcp model-context-protocol model-context-protocol-servers server pip install git+https://github.com/ALucek/quick-mcp-example
• AllVoiceLab-MCP 🐍 🏠 (⭐ 47, 🍴 8) - Official AllVoiceLab Model Context Protocol (MCP) server, supporting interaction with powerful text-to-speech and video translation APIs. python aivoice aivoicechanger aivoiceover audiobooks pip install git+https://github.com/allvoicelab/AllVoiceLab-MCP
• blender-open-mcp 🐍 🏠 (⭐ 47, 🍴 19, 🐛 10) - Open Models MCP for Blender Using Ollama python blender blender-addon blender3d mcp pip install git+https://github.com/dhakalnirajan/blender-open-mcp
• mcp-server 📘 🏠 📇 (⭐ 47, 🍴 16, 🐛 10) - MCP server for Glean API integration python mcp server typescript api pip install git+https://github.com/devrev/mcp-server
• user-feedback-mcp 🐍 🏠 (⭐ 47, 🍴 8, 🐛 1) - Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline and Cursor. python cline cursor mcp mcp-server pip install git+https://github.com/mrexodia/user-feedback-mcp
• adx-mcp-server 🐍 🏠 (⭐ 46, 🍴 20) - A Model Context Protocol (MCP) server that enables AI assistants to query and analyze Azure Data Explorer databases through standardized interfaces. python mcp server database ai pip install git+https://github.com/pab1it0/adx-mcp-server
• BuildMCPServer 🐍 🏠 (⭐ 46, 🍴 19, 🐛 3) - A complete walkthrough on how to build an MCP server to serve a trained Random Forest model and integrate it with Bee Framework for ReAct interactivity. python mcp server ai rest pip install git+https://github.com/nicknochnack/BuildMCPServer
• mssql_mcp_server 🐍 🏠 (⭐ 46, 🍴 22, 🐛 8) - A Model Context Protocol (MCP) server facilitating secure interactions with MSSQL databases. python mcp server database http pip install git+https://github.com/JexinSam/mssql_mcp_server
• mcp_server_gdb 🦀 🏠 ☁️ (⭐ 45, 🍴 9, 🐛 5) - MCP Server to expose the GDB debugging capabilities rust agent ai llm mcp cargo install --git https://github.com/pansila/mcp_server_gdb
• mcp-metatrader5-server 🐍 🏠 (⭐ 45, 🍴 20, 🐛 6) - A Model Context Protocol (MCP) server for interacting with the MetaTrader 5 trading platform. This server provides AI assistants with tools and resources to access market data, perform trading operations, and analyze trading history. python mcp-server metatrader-5 mcp server pip install git+https://github.com/Qoyyuum/mcp-metatrader5-server
• oatpp-mcp 🏠 (⭐ 45, 🍴 4, 🐛 1) - Anthropic’s Model Context Protocol implementation for Oat++ c++ anthropic model-context-protocol oatpp http git clone https://github.com/oatpp/oatpp-mcp
• roadrecon_mcp_server 🐍 🏠 (⭐ 45, 🍴 8, 🐛 1) - Claude MCP server to perform analysis on ROADrecon data python mcp server http azure pip install git+https://github.com/atomicchonk/roadrecon_mcp_server
• jmeter-mcp-server 🐍 🏠 (⭐ 44, 🍴 14, 🐛 5) - ✨ JMeter Meets AI Workflows: Introducing the JMeter MCP Server! 🤯 python apache-jmeter jmeter mcp model-context-protocol-servers pip install git+https://github.com/QAInsights/jmeter-mcp-server
• mcp-discord 📘 🏠 (⭐ 44, 🍴 21, 🐛 1) - Implement Discord MCP server enabling AI assistants to interact with the Discord platform. typescript ai discord discord-bot mcp npm install barryyip0625/mcp-discord
• awesome-remote-mcp-servers 📜 🏠 (⭐ 43, 🍴 5, 🐛 1) - A curated list of Hosted & Managed Model Context Protocol (MCP) Servers accessible via a simple URL endpoint. javascript ai awesome awesome-list awesome-lists npm install sylviangth/awesome-remote-mcp-servers
• create-mcp 📘 🏠 (⭐ 43, 🍴 9, 🐛 1) - CLI to set up and deploy MCP Servers to Cloudflare Workers in seconds. Just write TypeScript functions to make Cursor MCP tools. typescript ai cli cloudflare-workers cursor npm install zueai/create-mcp
• MCP_Security 🐍 🏠 📇 (⭐ 43, 🍴 7, 🐛 1) - This is a repository to experiment with MCP for security python mcp api http git pip install git+https://github.com/fr0gger/MCP_Security
• vrchat-mcp 📘 🏠 📇 (⭐ 43, 🍴 5, 🐛 1) - This project is a Model Context Protocol (MCP) server for interacting with the VRChat API. typescript ai claude cline mcp npm install sawa-zen/vrchat-mcp
• binja-lattice-mcp 🐍 🏠 (⭐ 42, 🍴 3, 🐛 1) - Plugin interface for remote communications with Binary Ninja database and MCP server for interfacing with LLMs. python mcp server database llm pip install git+https://github.com/Invoke-RE/binja-lattice-mcp
• ibkr-mcp-server 🐍 🏠 (⭐ 42, 🍴 13, 🐛 4) - MCP Server for IBKR Client python mcp server pip install git+https://github.com/seriallazer/ibkr-mcp-server
• mcp_zoomeye 🐍 🏠 (⭐ 42, 🍴 12, 🐛 1) - A Model Context Protocol server that provides network asset information based on query conditions. This server allows LLMs to obtain network asset information and supports querying network asset information by zoomeye dork etc. python cybersecurity osint search-engine zoomeye pip install git+https://github.com/zoomeye-ai/mcp_zoomeye
• mcp-wolframalpha 🐍 🏠 📇 (⭐ 42, 🍴 7, 🐛 2) - A Python-powered Model Context Protocol MCP server and client that uses Wolfram Alpha via API. python mcp server api http pip install git+https://github.com/ricocf/mcp-wolframalpha
• mikrotik-mcp 🐍 🏠 (⭐ 42, 🍴 13, 🐛 2) - MCP server for Mikrotik python mcp server http git pip install git+https://github.com/jeff-nasseri/mikrotik-mcp
• pyATS_MCP 🐍 🏠 (⭐ 42, 🍴 12, 🐛 1) - An MCP Server for pyATS (experimental) python mcp server http git pip install git+https://github.com/automateyournetwork/pyATS_MCP
• mcp-databricks-server 🐍 🏠 📇 (⭐ 41, 🍴 22, 🐛 9) - MCP Server for Databricks python mcp server databricks llm pip install git+https://github.com/JordiNeil/mcp-databricks-server
• mcp-stripe 🐍 🏠 (⭐ 41, 🍴 9, 🐛 3) - Python-based python http git github pip install git+https://github.com/atharvagupta2003/mcp-stripe
• databricks-mcp 🐍 🏠 (⭐ 41, 🍴 18, 🐛 5) - Python-based python pip install git+https://github.com/markov-kernel/databricks-mcp
• time-mcp 📜 🏠 (⭐ 41, 🍴 7) - ⏰ Time MCP Server: Giving LLMs Time Awareness Capabilities javascript agents dayjs llm mcp npm install yokingma/time-mcp
• web-browser-mcp-server 🐍 🏠 (⭐ 41, 🍴 10) - A Minimum Control Program (MCP) server implementation for web browsing capabilities using BeautifulSoup4 python mcp server web pip install git+https://github.com/blazickjp/web-browser-mcp-server
• mcp-goodnews 🐍 🏠 (⭐ 41, 🍴 7, 🐛 1) - A simple MCP application that delivers curated positive and uplifting news stories. python mcp http git github pip install git+https://github.com/VectorInstitute/mcp-goodnews
• coze-mcp-server 🐍 🏠 (⭐ 40, 🍴 11, 🐛 3) - mcp server for coze (Python-based) python mcp server pip install git+https://github.com/coze-dev/coze-mcp-server
• crypto-feargreed-mcp 🐍 🏠 (⭐ 40, 🍴 14, 🐛 4) - Providing real-time and historical Crypto Fear & Greed Index data python http git github pip install git+https://github.com/kukapay/crypto-feargreed-mcp
• polymarket-mcp 🐍 🏠 📇 (⭐ 40, 🍴 12, 🐛 6) - MCP Server for PolyMarket API python mcp server api pip install git+https://github.com/berlinbra/polymarket-mcp
• scaled-mcp 🐹 🏠 (⭐ 40, 🍴 4, 🐛 4) - ScaledMCP is a horizontally scalabled MCP and A2A Server. You know, for AI. go a2a ai mcp mcp-client go install traego/scaled-mcp@latest
• steel-mcp-server 📜 🏠 (⭐ 40, 🍴 9, 🐛 8) - MCP Server for interacting with a Steel web browser javascript ai claude mcp-server mcp npm install steel-dev/steel-mcp-server
• taskMaster-todoist-mcp 🐍 🏠 (⭐ 40, 🍴 5, 🐛 2) - A lightweight Model Context Protocol (MCP) server that enables natural language interaction with your Todoist tasks directly from your IDE. Built with simplicity and maintainability in mind. python ai-assistant cursor-ai mcp todoist pip install git+https://github.com/mingolladaniele/taskMaster-todoist-mcp
• mcp_server_wechat 🐍 🏠 (⭐ 39, 🍴 6, 🐛 4) - 基于MCP技术，操作微信发送消息和获取历史记录 python mcp pip install git+https://github.com/panxingfeng/mcp_server_wechat
• mcp-bear 🐍 🏠 (⭐ 39, 🍴 9) - A MCP server for interacting with Bear note-taking software. python macos mcp-server x-callback-url mcp pip install git+https://github.com/jkawamoto/mcp-bear
• mcp-jenkins 🐍 🏠 (⭐ 39, 🍴 16) - The Model Context Protocol (MCP) is an open-source implementation that bridges Jenkins with AI language models following Anthropic's MCP specification. This project enables secure, contextual AI interactions with Jenkins tools while maintaining data privacy and security. python mcp ai pip install git+https://github.com/lanbaoshen/mcp-jenkins
• MCP-timeserver 🐍 🏠 (⭐ 39, 🍴 15, 🐛 4) - A simple MCP server that exposes datetime information to agentic systems and chat REPLs python mcp server local http pip install git+https://github.com/SecretiveShell/MCP-timeserver
• NGCBot-MCP 🐍 🏠 (⭐ 39, 🍴 5) - NGCBot-MCP-Server 让AI操纵你的微信！ python mcp server ai pip install git+https://github.com/ngc660sec/NGCBot-MCP
• openai-codex-mcp 🐍 🏠 📇 (⭐ 39, 🍴 9, 🐛 1) - An MCP server to communicated with, use, and wrap the API for the OpenAI Codex CLI tool. python mcp ai server api pip install git+https://github.com/Tomatio13/openai-codex-mcp
• random-number-mcp 🐍 🏠 (⭐ 39, 🍴 4, 🐛 1) - Production-ready MCP server that provides LLMs with essential random generation abilities, built entirely on Python's standard library. python mcp server llm http pip install git+https://github.com/zazencodes/random-number-mcp
• stata-mcp 🐍 🏠 (⭐ 39, 🍴 4) - Let LLM help you achieve your regression with Stata: AI-Powered Stata Code Generation & Regression Analysis. python ai-coding econometrics empirical empirical-research pip install git+https://github.com/SepineTam/stata-mcp
• python-notebook-mcp 🐍 🏠 (⭐ 39, 🍴 8) - Lightweight Python Notebook MCP - Enable AI assistants to create, edit, and view Jupyter notebooks via Model Context Protocol python ai-tools claude claude-desktop cursor-ide pip install git+https://github.com/UsamaK98/python-notebook-mcp
• bloodhound_mcp 🐍 🏠 (⭐ 38, 🍴 4, 🐛 1) - A Model Context Protocol (MCP) server to converse with data in Bloodhound python mcp server pip install git+https://github.com/mwnickerson/bloodhound_mcp
• document-edit-mcp 🐍 🏠 (⭐ 38, 🍴 10, 🐛 4) - A lightweight MCP server for processing, editing, and interacting with PDF, Word, Excel, and CSV documents. python mcp server pip install git+https://github.com/alejandroBallesterosC/document-edit-mcp
• mcp_code_analyzer 🐍 🏠 (⭐ 38, 🍴 17, 🐛 4) - A Model Context Protocol (MCP) server implementation for comprehensive code analysis. This tool integrates with Claude Desktop to provide code analysis capabilities through natural language interactions. python mcp server pip install git+https://github.com/emiryasar/mcp_code_analyzer
• mcp-hetzner 🐍 🏠 📇 (⭐ 38, 🍴 7, 🐛 2) - A Model Context Protocol (MCP) server for interacting with the Hetzner Cloud API. This server allows language models to manage Hetzner Cloud resources through structured functions. python mcp server api http pip install git+https://github.com/dkruyt/mcp-hetzner
• mssql-mcp 🐍 🏠 (⭐ 38, 🍴 9) - mssql mcp server (Python-based) python ai mcp model-context-protocol mssql pip install git+https://github.com/daobataotie/mssql-mcp
• thingspanel-mcp 🐍 🏠 (⭐ 38, 🍴 10, 🐛 2) - This MCP server integrates ThingsPanel IoT platform with AI models like Claude, GPT, and others that support the Model Context Protocol. python mcp server ai pip install git+https://github.com/ThingsPanel/thingspanel-mcp
• whale-tracker-mcp 🐍 🏠 (⭐ 38, 🍴 12, 🐛 4) - A mcp server for tracking cryptocurrency whale transactions. python mcp server http git pip install git+https://github.com/kukapay/whale-tracker-mcp
• world_bank_mcp_server 🐍 🏠 📇 (⭐ 38, 🍴 8) - An implementation of the Model Context Protocol for the World Bank open data API python api http ai git pip install git+https://github.com/anshumax/world_bank_mcp_server
• akshare-one-mcp 🐍 🏠 (⭐ 37, 🍴 6, 🐛 1) - MCP server that provides access to Chinese stock market data using akshare-one python akshare mcp mcp-server stock-data pip install git+https://github.com/zwldarren/akshare-one-mcp
• databricks-mcp-server 🐍 🏠 (⭐ 37, 🍴 18, 🐛 4) - A Model Completion Protocol (MCP) server for interacting with Databricks services python mcp server pip install git+https://github.com/JustTryAI/databricks-mcp-server
• mcp-rquest 🐍 🏠 (⭐ 37, 🍴 6, 🐛 2) - A MCP server providing realistic browser-like HTTP request capabilities with accurate TLS/JA3/JA4 fingerprints for bypassing anti-bot measures. It also supports converting PDF and HTML documents to Markdown for easier processing by LLMs. python ai claude http-requests mcp pip install git+https://github.com/xxxbrian/mcp-rquest
• mcp-server-arangodb 📘 🏠 (⭐ 37, 🍴 9, 🐛 2) - This is a TypeScript-based MCP server that provides database interaction capabilities through ArangoDB. It implements core database operations and allows seamless integration with ArangoDB through MCP tools. You can use it wih Claude app and also extension for VSCode that works with mcp like Cline! typescript ai claude cline mcp-server npm install ravenwits/mcp-server-arangodb
• mcp-server-rabbitmq 🐍 🏠 (⭐ 37, 🍴 9, 🐛 7) - MCP server for interacting with RabbitMQ python mcp server http git pip install git+https://github.com/kenliao94/mcp-server-rabbitmq
• passport-mcp 🐍 🏠 (⭐ 37, 🍴 3, 🐛 4) - Build MCP servers for any website with automatic browser auth syncing python mcp server web auth pip install git+https://github.com/JoshMayerr/passport-mcp
• scheduler-mcp 🐍 🏠 📇 (⭐ 37, 🍴 10, 🐛 4) - MCP Scheduler is a task automation server that lets you schedule shell commands, API calls, AI tasks, and desktop notifications using cron expressions. Built with Model Context Protocol for seamless integration with Claude Desktop and other AI assistants. python mcp server go api pip install git+https://github.com/JorgeVanco/Scheduler-MCP
• esxi-mcp-server 🐍 🏠 📇 (⭐ 36, 🍴 18, 🐛 5) - A VMware ESXi/vCenter management server based on MCP (Model Control Protocol), providing simple REST API interfaces for virtual machine management. python mcp server api rest pip install git+https://github.com/bright8192/esxi-mcp-server
• example-mcp-server 🐍 🏠 (⭐ 36, 🍴 11, 🐛 4) - A ready-to-use MCP (Model Context Protocol) server template for extending Cursor IDE with custom tools. Deploy your own server to Heroku with one click, create custom commands, and enhance your Cursor IDE experience. Perfect for developers who want to add their own tools and commands to Cursor IDE without complex setup. python automation cursor fetch llm pip install git+https://github.com/kirill-markin/weaviate-mcp-server
• healthcare-mcp-public 📜 🏠 (⭐ 36, 🍴 14, 🐛 1) - A Model Context Protocol (MCP) server providing AI assistants with access to healthcare data and medical information tools, including FDA drug info, PubMed, medRxiv, NCBI Bookshelf, clinical trials, ICD-10, DICOM metadata, and a medical calculator. javascript ai claude claude-desktop desktop-extensions npm install Cicatriiz/healthcare-mcp-public
• mcp-simple-openai-assistant 🐍 🏠 (⭐ 36, 🍴 15, 🐛 2) - MCP server that gives Claude ability to use OpenAI's GPTs assistants python mcp server ai http pip install git+https://github.com/andybrandt/mcp-simple-openai-assistant
• scrapegraph-mcp 🐍 🏠 (⭐ 36, 🍴 7) - ScapeGraph MCP Server python mcp-server scraping webcrawler mcp pip install git+https://github.com/ScrapeGraphAI/scrapegraph-mcp
• unichat-mcp-server 🐍 🏠 📇 (⭐ 36, 🍴 8, 🐛 1) - Python-based python api http ai openai pip install git+https://github.com/amidabuddha/unichat-mcp-server
• whatsapp-mcp-ts 📘 🏠 (⭐ 36, 🍴 11, 🐛 1) - WhatsApp MCP Server (TypeScript/Baileys) typescript ai claude mcp nodejs npm install jlucaso1/whatsapp-mcp-ts
• hackmd-mcp 📘 🏠 📇 (⭐ 35, 🍴 7) - A Model Context Protocol server for integrating HackMD's note-taking platform with AI assistants. typescript ai api hackmd llm npm install yuna0x0/hackmd-mcp
• mcp-crypto-price 📘 🏠 (⭐ 35, 🍴 8, 🐛 4) - A Model Context Protocol (MCP) server that provides real-time cryptocurrency analysis via CoinCap's API. Enables Claude and other MCP clients to fetch crypto prices, analyze market trends, and track historical data. typescript anthropic claude coincap crypto npm install truss44/mcp-crypto-price
• n8n-workflow-builder-mcp 📜 🏠 (⭐ 35, 🍴 12, 🐛 2) - MCP server that allow LLM in agent mode builds n8n workflows for you javascript agent ai cursor mcp npm install ifmelate/n8n-workflow-builder-mcp
• ops-mcp-server 🐍 🏠 (⭐ 35, 🍴 12, 🐛 2) - 服务器、网络设备巡检和运维MCP工具 (Python-based) python mcp pip install git+https://github.com/Heht571/ops-mcp-server
• agentic-developer-mcp 🐍 🏠 (⭐ 34, 🍴 3, 🐛 3) - An MCP server that scales development into controllable agentic, recursive flows, and build a feature from bottom-up python codex mcp-server openai-codex-cli mcp pip install git+https://github.com/teabranch/agentic-developer-mcp
• joplin-mcp-server 🐍 🏠 (⭐ 34, 🍴 5, 🐛 5) - A Model Context Protocol (MCP) Server for https://joplinapp.org/ that enables note access through the https://modelcontextprotocol.io. Perfect for integration with AI assistants like Claude. python joplin mcp-server mcp server pip install git+https://github.com/dweigend/joplin-mcp-server
• manus-mcp 🐍 🏠 (⭐ 34, 🍴 11, 🐛 1) - MCP server that provides Manus-like capabilities python mcp server pip install git+https://github.com/huyouare/manus-mcp
• mcp-server-whisper 🐍 🏠 (⭐ 34, 🍴 3, 🐛 1) - An MCP Server for audio transcription using OpenAI python mcp server ai pip install git+https://github.com/arcaputo3/mcp-server-whisper
• nostr-mcp 📘 🏠 (⭐ 34, 🍴 6, 🐛 4) - A Nostr MCP server that allows to interact with Nostr, enabling posting notes, and more. typescript llm mcp-server nostr mcp npm install AbdelStark/nostr-mcp
• openai-mcp 🐍 🏠 📇 (⭐ 34, 🍴 12, 🐛 5) - OpenAI Code Assistant Model Context Protocol (MCP) Server python mcp server ai javascript pip install git+https://github.com/arthurcolle/openai-mcp
• aider-mcp-server 🐍 🏠 (⭐ 34, 🍴 8, 🐛 1) - Python-based python pip install git+https://github.com/sengokudaikon/aider-mcp-server
• claude-memory-mcp 🐍 🏠 (⭐ 33, 🍴 7, 🐛 6) - An MCP server implementation providing persistent memory capabilities for Claude, based on research into optimal LLM memory techniques python mcp server llm pip install git+https://github.com/WhenMoon-afk/claude-memory-mcp
• mcp_server_ros_2 🐍 🏠 (⭐ 33, 🍴 2, 🐛 3) - Advanced MCP Server ROS 2 bridging AI agents straight into robotics python ai mcp mcp-server mcp-server-ros2 pip install git+https://github.com/wise-vision/mcp_server_ros_2
• mcp-outline 🐍 🏠 (⭐ 33, 🍴 12, 🐛 4) - A Model Context Protocol (MCP) server enabling AI assistants to interact with Outline documentation services. python mcp server ai documentation pip install git+https://github.com/Vortiago/mcp-outline
• mcp-server-ipinfo 🐍 🏠 📇 (⭐ 33, 🍴 12, 🐛 5) - IP Geolocation Server for MCP python mcp server api http pip install git+https://github.com/briandconnelly/mcp-server-ipinfo
• mcp-server-opendal 🐍 🏠 (⭐ 33, 🍴 6, 🐛 2) - Model Context Protocol Server for Apache OpenDAL™ python server http git github pip install git+https://github.com/Xuanwo/mcp-server-opendal
• unifi-network-mcp 🐍 🏠 (⭐ 33, 🍴 10, 🐛 4) - MCP server implementation for the UniFi network application python mcp-server unifi mcp server pip install git+https://github.com/sirkirby/unifi-network-mcp
• coin_api_mcp 🐍 🏠 📇 (⭐ 33, 🍴 7, 🐛 4) - A Model Context Protocol server that provides access to CoinMarketCap's cryptocurrency data. This server enables AI-powered applications to retrieve cryptocurrency listings, quotes, and detailed information about various coins. python server ai api http pip install git+https://github.com/longmans/coin_api_mcp
• alibabacloud-rds-openapi-mcp-server 🐍 🏠 📇 (⭐ 32, 🍴 14, 🐛 4) - MCP server for RDS Services via OPENAPI. python ai mcp rds server pip install git+https://github.com/aliyun/alibabacloud-rds-openapi-mcp-server
• crypto-sentiment-mcp 🐍 🏠 (⭐ 32, 🍴 11, 🐛 2) - An MCP server that delivers cryptocurrency sentiment analysis to AI agents. python mcp server ai http pip install git+https://github.com/kukapay/crypto-sentiment-mcp
• mcp_for_android 🐍 🏠 📇 (⭐ 32, 🍴 5) - 🤖 Android MCP 框架 - 让你的手机听懂人话！ 📱 智能控制，从指尖开始，让你可以用自然语言控制你的Android设备！无需复杂编程，只需简单对话！✨ 🧠 它能做什么？ 🗣️ 自然语言控制 - "打开微信发消息给妈妈" 🔍 自动学习应用 - 自动探索和理解设备上的应用 🔄 深度应用探索 - 智能发现应用功能和界面 💬 上下文理解 - 记住对话历史，理解连续指令 🛠️ 简单API接口 - 方便集成到其他系统 python mcp api pip install git+https://github.com/lmee/mcp_for_android
• mcp_safe_local_python_executor 🐍 🏠 (⭐ 32, 🍴 7, 🐛 1) - Stdio MCP Server wrapping custom Python runtime (LocalPythonExecutor) from Hugging Faces' smolagents framework. The runtime combines the ease of setup (compared to docker, VM, cloud runtimes) while providing safeguards and limiting operations/imports that are allowed inside the runtime. python mcp server docker local pip install git+https://github.com/maxim-saplin/mcp_safe_local_python_executor
• mcp_server_notify 🐍 🏠 (⭐ 32, 🍴 8, 🐛 1) - Send system notification when Agent task is done. python mcp mcp-server notification http pip install git+https://github.com/Cactusinhand/mcp_server_notify
• mcp-crew-ai 🐍 🏠 (⭐ 32, 🍴 8, 🐛 1) - MCP Crew AI Server is a lightweight Python-based server designed to run, manage and create CrewAI workflows. python agents ai mcp mcp-server pip install git+https://github.com/adam-paterson/mcp-crew-ai
• mcp-logic 🐚 🏠 (⭐ 32, 🍴 6, 🐛 1) - Fully functional AI Logic Calculator utilizing Prover9/Mace4 via Python based Model Context Protocol (MCP-Server)- tool for Windows Claude App etc shell ai claude-3-5-sonnet llm logic git clone https://github.com/angrysky56/mcp-logic
• mcp-server-monday 🐍 🏠 (⭐ 32, 🍴 15) - MCP Server to interact with Monday.com boards and items python mcp server http git pip install git+https://github.com/sakce/mcp-server-monday
• mcp-server-rememberizer 🐍 🏠 (⭐ 32, 🍴 5, 🐛 1) - An MCP Server to enable global access to Rememberizer python mcp rememberizer skydeckai server pip install git+https://github.com/skydeckai/mcp-server-rememberizer
• Rootly-MCP-server 🐍 🏠 (⭐ 32, 🍴 9) - Rootly MCP server (Python-based) python mcp server http ai pip install git+https://github.com/Rootly-AI-Labs/Rootly-MCP-server
• llm-server 📘 🏠 (⭐ 32, 🍴 11, 🐛 23) - 🤖 Open-source LLM server (OpenAI, Ollama, Groq, Anthropic) with support for HTTP, Streaming, Agents, RAG (Deprecated check out Orchestra) -> typescript ai anthropic bedrock fastapi npm install promptengineers-ai/llm-server
• Basecamp-MCP-Server 🐍 🏠 📇 (⭐ 31, 🍴 7, 🐛 3) - An MCP Server that interacts with the Basecamp 3+ API python mcp server api http pip install git+https://github.com/georgeantonopoulos/Basecamp-MCP-Server
• devcontext 🏠 (⭐ 31, 🍴 10, 🐛 8) - DevContext is a cutting-edge Model Context Protocol (MCP) server designed to provide developers with continuous, project-centric context awareness. Unlike traditional context systems, DevContext continuously learns from and adapts to your development patterns and delivers highly relevant context providing a deeper understanding of your codebase. html agent-memory agent-toolkit agent-tools agentic-ai git clone https://github.com/aurda012/devcontext
• gradle-mcp-server 🎯 🏠 📇 (⭐ 31, 🍴 4, 🐛 3) - A Model Context Protocol (MCP) server to enable AI tools to interact with Gradle projects programmatically. kotlin mcp server ai api git clone https://github.com/IlyaGulya/gradle-mcp-server
• mcp-flight-search 🐍 🏠 (⭐ 31, 🍴 16) - MCP Server implementation for the Model Context Protocol (MCP) enabling AI tool usage - Realtime Flight Search python ai fligh-search genai mcp pip install git+https://github.com/arjunprabhulal/mcp-flight-search
• mcp-gemini-server 📘 🏠 (⭐ 31, 🍴 13, 🐛 1) - This project provides a dedicated MCP (Model Context Protocol) server that wraps the @google/genai SDK. It exposes Google's Gemini model capabilities as standard MCP tools, allowing other LLMs (like Cline) or MCP-compatible systems to leverage Gemini's features as a backend workhorse. typescript ai claude gemini gemini-api npm install bsmi021/mcp-gemini-server
• mcp-server-js 📘 🏠 📇 (⭐ 31, 🍴 14, 🐛 2) - An MCP (Model Context Protocol) server that enables ✨ AI platforms to interact with 🤖 YepCode's infrastructure. Turn your YepCode processes into powerful tools that AI assistants can use 🚀 typescript agent ai ai-agent ai-agents npm install yepcode/mcp-server-js
• mentor-mcp-server 📘 🏠 📇 (⭐ 31, 🍴 15, 🐛 4) - A Model Context Protocol server providing LLM Agents a second opinion via AI-powered Deepseek-Reasoning R1 mentorship capabilities, including code review, design critique, writing feedback, and idea brainstorming through the Deepseek API. typescript ai-mentor llm llm-agent mcp npm install cyanheads/mentor-mcp-server
• mcp-jinaai-reader 📜 🏠 📇 (⭐ 31, 🍴 4, 🐛 1) - 🔍 Model Context Protocol (MCP) tool for parsing websites using the Jina.ai Reader python mcp server api ai pip install git+https://github.com/ASRagab/mcp-jinaai-reader
• pbixray-mcp-server 🐍 🏠 (⭐ 31, 🍴 7, 🐛 2) - MCP server to give llms such as Claude, GitHub Copilot etc full PowerBI model context (from input .pbix) through tools based on PBIXRay python package. python claude mcp-server pbix-files powerbi pip install git+https://github.com/jonaolden/pbixray-mcp-server
• trello-mcp-server 🐍 🏠 (⭐ 31, 🍴 22, 🐛 3) - A simple yet powerful MCP server for Trello. python mcp server pip install git+https://github.com/m0xai/trello-mcp
• aps-mcp-server 📘 🏠 📇 (⭐ 30, 🍴 10) - Experimental Model Context Protocol server providing access to Autodesk Platform Services API. python mcp server api typescript pip install git+https://github.com/kpphillips/aps-mcp
• comfy-mcp-server 🐍 🏠 (⭐ 30, 🍴 9, 🐛 2) - A server using FastMCP framework to generate images based on prompts via a remote Comfy server. python comfyui mcp-server mcp server pip install git+https://github.com/lalanikarim/comfy-mcp-server
• davinci-resolve-mcp 🐍 🏠 (⭐ 30, 🍴 2, 🐛 1) - A Model Context Protocol (MCP) server for interacting with DaVinci Resolve and Fusion python mcp server pip install git+https://github.com/apvlv/davinci-resolve-mcp
• Fast-LLM-Agent-MCP 🐍 🏠 (⭐ 30, 🍴 8) - This repo covers LLM, Agents concepts both theoretically and practically: LLMs, RAG, Fine Tuning, Agents, Tools, MCP, AWS Strands Agents, Google Agent Development Kit, ADK, Reference Documents, etc. python agent-development agents ai aws pip install git+https://github.com/omerbsezer/Fast-LLM-Agent-MCP
• groq-mcp-server 🐍 🏠 (⭐ 30, 🍴 11) - Groq MCP server (Python-based) python managed-by-terraform mcp server pip install git+https://github.com/groq/groq-mcp-server
• mcp-aoai-web-browsing 🐍 🏠 (⭐ 30, 🍴 10, 🐛 2) - A minimal Model Context Protocol 🖥️ server/client🧑‍💻with Azure OpenAI and 🌐 web browser control via Playwright. python azure-openai mcp mcp-client mcp-server pip install git+https://github.com/kimtth/mcp-aoai-web-browsing
• openmm-mcp-server 🐍 🏠 (⭐ 30, 🍴 6) - OpenMM, an open-source platform for molecular dynamics (MD) simulations, is supported by an MCP server that offers a structured communication interface for task submission, management, and execution. python mcp server pip install git+https://github.com/PhelanShao/openmm-mcp-server
• Sci-Hub-MCP-Server 🐍 🏠 (⭐ 30, 🍴 11, 🐛 7) - 🔍 Enable AI assistants to search, access, and analyze academic papers through Sci-Hub using a simple MCP interface. python mcp ai pip install git+https://github.com/JackKuo666/Sci-Hub-MCP-Server
• v0-mcp 🐍 🏠 (⭐ 30, 🍴 1) - MCP Server to connect your MCP host to V0.dev directly python mcp server pip install git+https://github.com/m2rads/v0-mcp
• zilliz-mcp-server 🐍 🏠 (⭐ 30, 🐛 1) - A Model Context Protocol (MCP) server seamlessly connecting AI Agents and AI coding tools with Zilliz Cloud https://zilliz.com/ python mcp server ai ml pip install git+https://github.com/zilliztech/zilliz-mcp-server
• simple-psql-mcp 🐍 🏠 (⭐ 30, 🍴 4, 🐛 2) - A beginner-friendly MCP server template featuring a PostgreSQL connector with clean, easy-to-understand code. Perfect for developers new to Model Context Protocol who want to experiment and create their own AI tool connectors with minimal setup. python mcp server ai postgres pip install git+https://github.com/NetanelBollag/simple-psql-mcp
• claude-code-mcp 📜 🏠 (⭐ 29, 🍴 3) - MCP Server connects with claude code local command. javascript anthropic anthropic-claude claude claude-code npm install KunihiroS/claude-code-mcp
• mcp_server_filesystem 🐍 🏠 (⭐ 29, 🍴 8, 🐛 5) - MCP File System Server: A secure Model Context Protocol server that provides file operations for AI assistants. Enables Claude and other assistants to safely read, write, and list files in a designated project directory with robust path validation and security controls. python ai-assistant claude-ai claude-desktop file-operations pip install git+https://github.com/MarcusJellinghaus/mcp_server_filesystem
• mcp-stockscreen 🐍 🏠 (⭐ 29, 🍴 10) - Stock screening provider for Claude Desktop using MCP python mcp pip install git+https://github.com/twolven/mcp-stockscreen
• oracledb_mcp_server 🐍 🏠 (⭐ 29, 🍴 5, 🐛 1) - MCP server to connect to Oracle Database python mcp server database pip install git+https://github.com/rahgadda/oracledb_mcp_server
• prometheus_mcp_server 🐍 🏠 (⭐ 29, 🍴 9, 🐛 2) - A Model Context Protocol (MCP) server enabling LLMs to query, analyze, and interact with Prometheus databases through predefined routes. python model-context-protocol prometheus mcp server pip install git+https://github.com/CaesarYangs/prometheus_mcp_server
• rmcp 🐍 🏠 (⭐ 29, 🍴 5) - R MCP Server (Python-based) python mcp server pip install git+https://github.com/gojiplus/rmcp
• unreal-mcp 🐍 🏠 (⭐ 29, 🍴 5, 🐛 2) - Unreal Engine MCP server for Claude Desktop (early alpha preview) python genai mcp-server unreal-engine-5 mcp pip install git+https://github.com/runeape-sats/unreal-mcp
• x64dbg-mcp 🐍 🏠 (⭐ 29, 🍴 5) - An MCP server for the x64dbg debugger python mcp server pip install git+https://github.com/CaptainNox/x64dbg-mcp
• advanced-homeassistant-mcp 📘 🏠 (⭐ 28, 🍴 11, 🐛 8) - An advanced MCP server for Home Assistant. 🔋 Batteries included. typescript home-assistant llm mcp-server speech-recognition npm install jango-blockchained/advanced-homeassistant-mcp
• calculator-mcp-server 🐍 🏠 (⭐ 28, 🍴 14, 🐛 2) - A Model Context Protocol (MCP) server that provides Claude with advanced mathematical calculation capabilities python mcp server typescript pip install git+https://github.com/huhabla/calculator-mcp-server
• chat-nextjs-mcp-client 📘 🏠 (⭐ 28, 🍴 8) - ⚡ Chat MCP Client for Remote hosted MCP Servers (with Composio) and locally hosted MCP servers. 📡 typescript ai composio mcp nextjs npm install shricodev/chat-nextjs-mcp-client
• dappier-mcp 🐍 🏠 (⭐ 28, 🍴 10, 🐛 1) - Enable fast, free real-time web search and access premium data from trusted media brands—news, financial markets, sports, entertainment, weather, and more. Build powerful AI agents with Dappier. python web ai rust http pip install git+https://github.com/DappierAI/dappier-mcp
• mcp_newsnow 🐍 🏠 📇 (⭐ 28, 🍴 8, 🐛 3) - 一个基于 Model Context Protocol (MCP) 的新闻聚合服务器，通过 Newsnow API 提供多平台热点新闻和趋势话题。 python mcp-server newsnow mcp api pip install git+https://github.com/sligter/mcp_newsnow
• mcp-panther 🐍 🏠 (⭐ 28, 🍴 13, 🐛 11) - Write detections, investigate alerts, and query logs from your favorite AI agents python ai cybersecurity mcp-server security-operations pip install git+https://github.com/panther-labs/mcp-panther
• mcp-server-esignatures 🐍 🏠 📇 (⭐ 28, 🍴 10, 🐛 4) - MCP server for eSignatures (https://esignatures.com) python mcp server http git pip install git+https://github.com/esignaturescom/mcp-server-esignatures
• mcp-server-jupyter 🐍 🏠 (⭐ 28, 🍴 5, 🐛 1) - MCP server for Jupyter Notebooks and JupyterLab python mcp server pip install git+https://github.com/ihrpr/mcp-server-jupyter
• mcp-veo2 📘 🏠 (⭐ 28, 🍴 18, 🐛 4) - MCP for Video- or Image-Generation with Google VEO2 typescript ai image-generation mcp mcp-server npm install mario-andreschak/mcp-veo2
• volatility-mcp 🐍 🏠 📇 (⭐ 28, 🍴 5, 🐛 2) - This repo hosts an MCP server for volatility3.x python mcp server api rest pip install git+https://github.com/Gaffx/volatility-mcp
• dune-analytics-mcp 🐍 🏠 (⭐ 27, 🍴 8, 🐛 4) - A mcp server that bridges Dune Analytics data to AI agents. python mcp server ai http pip install git+https://github.com/kukapay/dune-analytics-mcp
• mcp-gitlab-server 📘 🏠 (⭐ 27, 🍴 15, 🐛 1) - Enhanced MCP server for GitLab: group projects listing and activity tracking typescript ai anthropic git gitlab npm install yoda-digital/mcp-gitlab-server
• mcp-ollama 🐍 🏠 (⭐ 27, 🍴 10) - Query model running with Ollama from within Claude Desktop or other MCP clients python mcp pip install git+https://github.com/emgeee/mcp-ollama
• mcp-sefaria-server 🐍 🏠 📇 (⭐ 27, 🍴 6, 🐛 2) - Fetch and read Jewish texts through the API of Sefaria.org python api pip install git+https://github.com/Sivan22/mcp-sefaria-server
• mcp-tool-builder 🐍 🏠 (⭐ 27, 🍴 7, 🐛 3) - MCP server that creates its own tools as needed python mcp server pip install git+https://github.com/hanweg/mcp-tool-builder
• mcp-zenml 🐍 🏠 (⭐ 27, 🍴 10, 🐛 3) - MCP server to connect an MCP client (Cursor, Claude Desktop etc) with your ZenML MLOps and LLMOps pipelines http ml llm git github pip install git+https://github.com/zenml-io/mcp-zenml
• mysql-mcp-server 🐍 🏠 (⭐ 27, 🍴 4, 🐛 4) - A server application designed on top of MCP to interact with Cursor and MySQL. python mcp server database mysql pip install git+https://github.com/Wang4XD/MySQL-MCP-Server
• paddle-mcp-server 📘 🏠 📇 (⭐ 27, 🍴 8) - Interact with the Paddle API using AI assistants like Claude, or in AI-powered IDEs like Cursor. Manage product catalog, billing and subscriptions, and reports. typescript llm mcp api ai npm install PaddleHQ/paddle-mcp-server
• zendesk-mcp-server 🐍 🏠 (⭐ 27, 🍴 18, 🐛 2) - A Model Context Protocol server for Zendesk python mcp-server zendesk server pip install git+https://github.com/reminia/zendesk-mcp-server
• alpaca-mcp 🐍 🏠 📇 (⭐ 26, 🍴 10, 🐛 2) - MCP for the Alpaca trading API to manage stock and crypto portfolios, place trades, and access market data python mcp api http git pip install git+https://github.com/laukikk/alpaca-mcp
• ESP32MCPServer 🏠 (⭐ 26, 🍴 10) - Allow AI models connect to ESP32 exposed interfaces. AI generated MCP server for ESP32. c++ mcp server ai git clone https://github.com/navado/ESP32MCPServer
• ifly-workflow-mcp-server 🐍 🏠 (⭐ 26, 🍴 4, 🐛 3) - This a simple implementation of an MCP server using iFlytek. It enables calling iFlytek workflows through MCP tools. python mcp server http git pip install git+https://github.com/iflytek/ifly-workflow-mcp-server
• illustrator-mcp-server 🐍 🏠 (⭐ 26, 🍴 5, 🐛 3) - mcp server to run scripts on adobe illustrator python claude illustrator illustrator-scripts mcp-server pip install git+https://github.com/spencerhhubert/illustrator-mcp-server
• mattermost-mcp-host 🐍 🏠 (⭐ 26, 🍴 15, 🐛 6) - A Mattermost integration that connects to Model Context Protocol (MCP) servers, leveraging a LangGraph-based Agent. python langgraph llm mattermost mcp pip install git+https://github.com/jagan-shanmugam/mattermost-mcp-host
• mcp_autogen_sse_stdio 🐍 🏠 (⭐ 26, 🍴 3, 🐛 1) - This repository demonstrates how to use AutoGen to integrate local and remote MCP (Model Context Protocol) servers. It showcases a local math tool (math_server.py) using Stdio and a remote Apify tool (RAG Web Browser Actor) via SSE for tasks like arithmetic and web browsing. python ai autogen azure data-science pip install git+https://github.com/SaM-92/mcp_autogen_sse_stdio
• mcp-oceanbase 🐍 🏠 (⭐ 26, 🍴 23, 🐛 1) - MCP Server for OceanBase database and its tools python mcp server database http pip install git+https://github.com/oceanbase/mcp-oceanbase
• ClaudeMCPServer 🐍 🏠 (⭐ 26, 🍴 5, 🐛 1) - MCP Server implementation for Claude python mcp server pip install git+https://github.com/syedazharmbnr1/ClaudeMCPServer
• fibery-mcp-server 🐍 🏠 (⭐ 26, 🍴 10, 🐛 3) - Python-based python http git github pip install git+https://github.com/Fibery-inc/fibery-mcp-server
• mcp-server-singlestore 🐍 🏠 📇 (⭐ 26, 🍴 10, 🐛 11) - MCP server for interacting with SingleStore Management API and services python mcp server api database pip install git+https://github.com/singlestore-labs/mcp-server-singlestore
• mcp-vertexai-search 🐍 🏠 (⭐ 26, 🍴 11, 🐛 5) - A MCP server for Vertex AI Search python mcp server ai http pip install git+https://github.com/ubie-oss/mcp-vertexai-search
• mcp-websocket 🐍 🏠 (⭐ 26, 🍴 3) - This server implements an MCP (Model Context Protocol) server with WebSocket enhancements for real-time data updates. python mcp server web websocket pip install git+https://github.com/virajsharma2000/mcp-websocket
• n8n-AI-agent-DVM-MCP-client 🏠 (⭐ 26, 🍴 4) - An AI agent built in n8n which can find and use Model Context Protocol (MCP) Server Tools served as Data Vending Machines (DVM) over the Nostr network. ai dvm mcp n8n nostr git clone https://github.com/r0d8lsh0p/n8n-AI-agent-DVM-MCP-client
• ramp_mcp 🐍 🏠 📇 (⭐ 26, 🍴 9, 🐛 5) - ramp_mcp (Python-based) python mcp api http ai pip install git+https://github.com/ramp-public/ramp-mcp
• things-fastmcp 🐍 🏠 (⭐ 26, 🍴 8, 🐛 2) - Enhanced FastMCP implementation of the Things MCP server for Claude and Windsurf python mcp server pip install git+https://github.com/excelsier/things-fastmcp
• MCP-Geo 🐍 🏠 (⭐ 25, 🍴 4, 🐛 1) - Geocoding MCP server with GeoPY! python mcp server typescript web pip install git+https://github.com/webcoderz/MCP-Geo
• mcp-image-recognition 🐍 🏠 📇 (⭐ 25, 🍴 8, 🐛 2) - An MCP server that provides image recognition 👀 capabilities using Anthropic and OpenAI vision APIs python mcp server api ai pip install git+https://github.com/mario-andreschak/mcp-image-recognition
• MCP-llms-txt 🐍 🏠 (⭐ 25, 🍴 6) - MCP server for SecretiveShell/Awesome-llms-txt. Add documentation directly into your conversation via MCP resources. python mcp server llm documentation pip install git+https://github.com/SecretiveShell/MCP-llms-txt
• mcp-server-atlassian-confluence 📘 🏠 (⭐ 25, 🍴 13, 🐛 8) - Node.js/TypeScript MCP server for Atlassian Confluence. Provides tools enabling AI systems (LLMs) to list/get spaces & pages (content formatted as Markdown) and search via CQL. Connects AI seamlessly to Confluence knowledge bases using the standard MCP interface. typescript ai ai-connector ai-integration anthropic npm install aashari/mcp-server-atlassian-confluence
• mcp-server-ledger 🐍 🏠 (⭐ 25, 🍴 6, 🐛 4) - A Model Context Protocol server for interacting with Ledger CLI, a powerful double-entry accounting system. This server enables Large Language Models to query and analyze financial data through a standardized interface, making it easy for AI assistants to help with financial reporting, budget analysis, and accounting tasks. python server ai http git pip install git+https://github.com/minhyeoky/mcp-server-ledger
• mcp-server-sql-analyzer 🐍 🏠 (⭐ 25, 🍴 5) - MCP server for SQL static analysis. python mcp server http git pip install git+https://github.com/j4c0bs/mcp-server-sql-analyzer
• oura-mcp-server 🐍 🏠 📇 (⭐ 25, 🍴 10, 🐛 4) - MCP server for Oura API integration python mcp oura-ring server api pip install git+https://github.com/tomekkorbak/oura-mcp-server
• qiniu-mcp-server 🐍 🏠 (⭐ 25, 🍴 12, 🐛 2) - Python-based python http ai git github pip install git+https://github.com/qiniu/qiniu-mcp-server
• semanticscholar-MCP-Server 🐍 🏠 📇 (⭐ 25, 🍴 6, 🐛 6) - 🔍 This project implements a Model Context Protocol (MCP) server for interacting with the Semantic Scholar API. It provides tools for searching papers, retrieving paper and author details, and fetching citations and references. python mcp server api ai pip install git+https://github.com/JackKuo666/semanticscholar-MCP-Server
• systemprompt-mcp-notion 📘 🏠 (⭐ 25, 🍴 11, 🐛 4) - This an Model Context Protocol (MCP) server that integrates Notion into your AI workflows. This server enables seamless access to Notion through MCP, allowing AI agents to interact with pages, databases, and comments. typescript ai mcp mcp-server systemprompt npm install Ejb503/systemprompt-mcp-notion
• bitrise-mcp 🐍 🏠 📇 (⭐ 25, 🍴 9, 🐛 4) - MCP Server for the Bitrise API, enabling app management, build operations, artifact management and more. python mcp mcp-server server api pip install git+https://github.com/bitrise-io/bitrise-mcp
• alpaca-mcp-server 🐍 🏠 📇 (⭐ 24, 🍴 19, 🐛 5) - Model Context Protocol (MCP) server for Alpaca trading API python mcp server api alpaca-trading-api pip install git+https://github.com/tedlikeskix/alpaca-mcp-server
• arxiv-mcp-server 🐍 🏠 📇 (⭐ 24, 🍴 5) - An MCP server that enables interacting with the arXiv API using natural language python mcp server api http pip install git+https://github.com/prashalruchiranga/arxiv-mcp-server
• freshdesk_mcp 🐍 🏠 (⭐ 24, 🍴 15, 🐛 3) - MCP server created for Freshdesk, allowing AI models to interact with Freshdesk modules python mcp server ai http pip install git+https://github.com/effytech/freshdesk_mcp
• imagegen-mcp 📘 🏠 (⭐ 24, 🍴 6, 🐛 1) - MCP server for OpenAI Image Generation & Editing — text-to-image, image-to-image (with mask), no extra plugins. typescript cursor mcp mcp-server openai npm install spartanz51/imagegen-mcp
• itential-mcp 🐍 🏠 (⭐ 24, 🍴 6, 🐛 1) - 🔌 Itential Platform MCP Server python ai automation mcp mcp-server pip install git+https://github.com/itential/itential-mcp
• langchain-mcp-tools-py 🐍 🏠 (⭐ 24, 🍴 9, 🐛 1) - MCP to LangChain Tools Conversion Utility / Python python langchain langchain-python mcp mcp-client pip install git+https://github.com/hideya/langchain-mcp-tools-py
• logseq-mcp 🐍 🏠 (⭐ 24, 🍴 9) - simple logseq mcp server python mcp server pip install git+https://github.com/dailydaniel/logseq-mcp
• mcp-server-synology 🐍 🏠 📇 (⭐ 24, 🍴 2, 🐛 1) - 💾 Model Context Protocol (MCP) server for Synology NAS - Enables AI assistants (Claude, Cursor, Continue) to manage files, downloads, and system operations through secure API integration. Features Docker deployment, auto-authentication, and comprehensive file system tools. python mcp mcp-server synology server pip install git+https://github.com/atom2ueki/mcp-server-synology
• shotgrid-mcp-server 🐍 🏠 (⭐ 24, 🍴 4, 🐛 8) - A Model Context Protocol (MCP) server for Autodesk ShotGrid/Flow Production Tracking (FPT) with comprehensive CRUD operations and data management capabilities. python mcp server pip install git+https://github.com/loonghao/shotgrid-mcp-server
• mcp-server-redis 🐍 🏠 (⭐ 24, 🍴 4, 🐛 1) - MCP server to interact with Redis Server, AWS Memory DB, etc for caching or other use-cases where in-memory and key-value based storage is appropriate python mcp server redis aws pip install git+https://github.com/prajwalnayak7/mcp-server-redis
• alibabacloud-hologres-mcp-server 🐍 🏠 (⭐ 23, 🍴 8, 🐛 3) - Python-based python http git github pip install git+https://github.com/aliyun/alibabacloud-hologres-mcp-server
• asterisk-mcp-server 🐍 🏠 (⭐ 23, 🍴 5, 🐛 2) - Asterisk Model Context Protocol (MCP) server. python ai claude claude-3-7-sonnet llm pip install git+https://github.com/getAsterisk/asterisk-mcp-server
• fmp-mcp-server 🐍 🏠 (⭐ 23, 🍴 2) - Financial Modeling Prep MCP Server python finance-modelling-prep mcp server pip install git+https://github.com/cdtait/fmp-mcp-server
• mcp-client-x 🐍 🏠 (⭐ 23, 🍴 3, 🐛 1) - Python MCP client + server example python mcp server pip install git+https://github.com/RGGH/mcp-client-x
• mcp-marketplace 🐍 🏠 📇 (⭐ 23, 🍴 4) - OpenSource MCP Marketplace | MCP Servers Tools Meta Dataset | Web API | Web Client Integration python mcp mcp-client mcp-marketplace mcp-server pip install git+https://github.com/AI-Agent-Hub/mcp-marketplace
• mcp-simple-timeserver 🐍 🏠 (⭐ 23, 🍴 15, 🐛 2) - Simple solution to give Claude ability to check current time via MCP python claude claude-ai mcp model-context-protocol pip install git+https://github.com/andybrandt/mcp-simple-timeserver
• mcp-structured-thinking 📘 🏠 (⭐ 23, 🍴 4, 🐛 6) - A TypeScript Model Context Protocol (MCP) server to allow LLMs to programmatically construct mind maps to explore an idea space, with enforced "metacognitive" self-reflection typescript ai mcp mcp-server mindmap npm install Promptly-Technologies-LLC/mcp-structured-thinking
• mcp-video-digest 🐍 🏠 (⭐ 23, 🍴 5, 🐛 1) - MCP Server for transcribing videos via video links and summarizing video content python mcp server pip install git+https://github.com/R-lz/mcp-video-digest
• phonepi-mcp 📜 🏠 (⭐ 23, 🍴 4, 🐛 1) - PhonePi MCP enables seamless integration between desktop AI tools and your smartphone, providing 23+ direct actions including SMS messaging, phone calls, contact management, snippet creation and search, clipboard sharing, notifications, battery status checks, and remote device controls. javascript ai ai-smartphone claude cursor npm install priyankark/phonepi-mcp
• qmt-mcp-server 🐍 🏠 (⭐ 23, 🍴 3, 🐛 3) - QMT-MCP-Server (Python-based) python mcp server pip install git+https://github.com/nnquant/qmt-mcp-server
• alibabacloud-dms-mcp-server 🐍 🏠 (⭐ 22, 🍴 8, 🐛 6) - A universal multi-cloud data MCP Server supporting over 40 types of data source connections, providing secure, unified data access in a single platform.
Supports full range of Alibaba Cloud services and Mainstream databases/data warehouses. python ai analyticsdb claude clickhouse pip install git+https://github.com/aliyun/alibabacloud-dms-mcp-server
• cinema4d-mcp 🐍 🏠 (⭐ 22, 🍴 6, 🐛 6) - Cinema 4D plugin integrating Claude AI for prompt-driven 3D modeling, scene creation, and manipulation. python ai-integration cinema-4d cinema-4d-plugin claude-ai pip install git+https://github.com/ttiimmaacc/cinema4d-mcp
• claude_autoapprove_mcp 🐍 🏠 (⭐ 22, 🍴 3) - An MCP server to inject auto-approve MCP functionality into Claude Desktop python claude-ai claude-desktop electron mcp pip install git+https://github.com/PyneSys/claude_autoapprove_mcp
• cyberchef-api-mcp-server 🐍 🏠 📇 (⭐ 22, 🍴 4, 🐛 1) - CyberChef API MCP Server ✨🧑‍🍳 python mcp server api http pip install git+https://github.com/slouchd/cyberchef-api-mcp-server
• datomic-mcp 🏠 (⭐ 22, 🍴 1) - Datomic MCP Server so your AI model can query your database (uses Modex MCP library) clojure mcp server database ai git clone https://github.com/theronic/datomic-mcp
• linkedin-mcp 🐍 🏠 (⭐ 22, 🍴 7, 🐛 1) - A MCP server for LinkedIn to seamlessly apply for jobs🚀 python mcp server ml pip install git+https://github.com/Hritik003/linkedin-mcp
• ezmcp 🐍 🏠 (⭐ 22, 🍴 6, 🐛 1) - Easy-to-use MCP server framework specialized for SSE. python framework llm mcp sse pip install git+https://github.com/jujumilk3/ezmcp
• filesystem-operations-mcp 🐍 🏠 (⭐ 22, 🍴 4) - MCP Server for reading many files at the same time python mcp server pip install git+https://github.com/strawgate/mcp-many-files
• greptimedb-mcp-server 🐍 🏠 (⭐ 22, 🍴 10, 🐛 4) - A Model Context Protocol (MCP) server implementation for GreptimeDB python mcp server http ai pip install git+https://github.com/GreptimeTeam/greptimedb-mcp-server
• MCP-actions-adapter 🐍 🏠 📇 (⭐ 22, 🍴 1, 🐛 1) - A simple adapter to convert a MCP server to a GPT actions compatible API python mcp server api pip install git+https://github.com/SecretiveShell/MCP-actions-adapter
• mcp-bash 🐍 🏠 (⭐ 22, 🍴 11, 🐛 1) - A simple model context protocol (MCP) server that allows Claude Desktop or other MCP aware clients to run Bash commands on your local machine. python claude mcp-server mcp-servers vibe-coding pip install git+https://github.com/patrickomatik/mcp-bash
• mcp-web-browser 🐍 🏠 📇 (⭐ 22, 🍴 7) - An advanced web browsing server for the Model Context Protocol (MCP) powered by Playwright, enabling headless browser interactions through a flexible, secure API. python mcp server api web pip install git+https://github.com/random-robbie/mcp-web-browser
• notion-mcp 🐍 🏠 📇 (⭐ 22, 🍴 3, 🐛 1) - A simple Model Context Protocol (MCP) server that integrates with Notion's API to manage my personal todo list. python mcp server api typescript pip install git+https://github.com/Badhansen/notion-mcp
• proxy 🐍 🏠 (⭐ 22, 🍴 3) - A Minecraft Pi Proxy to allow players to connect to remote servers. python mcpi minecraft minecraft-pi minecraft-pi-edition git clone https://github.com/MCPI-Revival/proxy
• py-mcp-mssql 🐍 🏠 (⭐ 22, 🍴 13, 🐛 3) - py-mcp-mssql (Python-based) python mcp database http git pip install git+https://github.com/amornpan/py-mcp-mssql
• PythonMCPServer 🐍 🏠 (⭐ 22, 🍴 15) - Python-based python pip install git+https://github.com/techwithtim/PythonMCPServer
• steampipe-mcp 📘 🏠 (⭐ 22, 🍴 4) - Enable AI assistants to explore and query your Steampipe data! typescript ai mcp mcp-server steampipe npm install turbot/steampipe-mcp
• wxauto-mcp 🐍 🏠 (⭐ 22, 🍴 4) - 自动化微信操作的mcp server (Python-based) python mcp server pip install git+https://github.com/barantt/wxauto-mcp
• home-assistant-mcp 🐍 🏠 (⭐ 22, 🍴 8, 🐛 3) - A Model Context Protocol (MCP) integration that enables AI assistants to search for and control Home Assistant devices through natural language commands in Cursor. python mcp server typescript ai pip install git+https://github.com/miguelg719/home-assistant-mcp
• mcp-toolbox 🐍 🏠 (⭐ 22, 🍴 1, 🐛 3) - Maintenance of a set of tools to enhance LLM through MCP protocols. python mcp ai llm pip install git+https://github.com/ai-zerolab/mcp-toolbox
• mcp-servers 📜 🏠 (⭐ 22, 🍴 7, 🐛 1) - mcp servers on Function Compute typescript ai ai-agents ai-automation claude-ai npm install rajvirtual/MCP-Servers
• alibabacloud-dataworks-mcp-server 📘 🏠 📇 (⭐ 21, 🍴 6, 🐛 3) - A Model Context Protocol (MCP) server that provides tools for AI, allowing it to interact with the DataWorks Open API through a standardized interface. This implementation is based on the Aliyun Open API and enables AI agents to perform cloud resources operations seamlessly. typescript ai aliyun bigdata data npm install aliyun/alibabacloud-dataworks-mcp-server
• cfbd-mcp-server 🐍 🏠 📇 (⭐ 21, 🍴 11, 🐛 4) - An MCP server enabling CFBD API queries within Claude Desktop. python api-client claude-desktop college-football mcp pip install git+https://github.com/lenwood/cfbd-mcp-server
• fastdomaincheck-mcp-server-python 🐍 🏠 (⭐ 21, 🍴 2, 🐛 2) - MCP Server for checking domain name availability using WHOIS and DNS via stdio. python mcp server ai pip install git+https://github.com/bingal/fastdomaincheck-mcp-server-python
• fewsats-mcp 🐍 🏠 (⭐ 21, 🍴 7, 🐛 2) - Fewsats MCP server (Python-based) python mcp server http ai pip install git+https://github.com/Fewsats/fewsats-mcp
• higress-ops-mcp-server 🐍 🏠 (⭐ 21, 🍴 8, 🐛 6) - A Model Context Protocol (MCP) server implementation that enables comprehensive configuration and management of Higress. python mcp server http git pip install git+https://github.com/higress-group/higress-ops-mcp-server
• mcp_generate_images 🐍 🏠 (⭐ 21, 🍴 3) - 可用于cursor 集成 mcp server python mcp server pip install git+https://github.com/chenyeju295/mcp_generate_images
• mcp-android-server-python 🐍 🏠 (⭐ 21, 🍴 3, 🐛 4) - MCP Android agent - This project provides an MCP (Model Context Protocol) server for automating Android devices using uiautomator2. It's designed to be easily plugged into AI agents like GitHub Copilot Chat, Claude, or Open Interpreter to control Android devices through natural language. python agentic-ai ai android automation pip install git+https://github.com/nim444/mcp-android-server-python
• mcp-pentest 🐍 🏠 (⭐ 21, 🍴 1) - An MCP server for pentesting. Contributors wanted! python mcp server testing pip install git+https://github.com/allsmog/mcp-pentest
• mcp-playground 🐍 🏠 (⭐ 21, 🍴 7, 🐛 1) - Simple MCP Client for remote MCP Servers 🌐 python mcp server pip install git+https://github.com/zanetworker/mcp-sse-client-python
• mcp-sentry 🐍 🏠 (⭐ 21, 🍴 5, 🐛 2) - A Model Context Protocol server for retrieving and analyzing issues from Sentry.io python mcp mcp-server sentry server pip install git+https://github.com/MCP-100/mcp-sentry
• mcp-server-atlassian-jira 📘 🏠 (⭐ 21, 🍴 10, 🐛 14) - Node.js/TypeScript MCP server for Atlassian Jira. Equips AI systems (LLMs) with tools to list/get projects, search/get issues (using JQL/ID), and view dev info (commits, PRs). Connects AI capabilities directly into Jira project management and issue tracking workflows. typescript ai ai-connector ai-integration anthropic npm install aashari/mcp-server-atlassian-jira
• mcp-server-webcrawl 🏠 (⭐ 21, 🍴 6) - MCP server tailored to connecting web crawler data and archives html archivebox httrack interrobot katana git clone https://github.com/pragmar/mcp_server_webcrawl
• MCPServerTest 🐍 🏠 (⭐ 21, 🍴 6) - MCP Server测试系列 (Python-based) python mcp server pip install git+https://github.com/NanGePlus/MCPServerTest
• pptx-xlsx-mcp 🐍 🏠 (⭐ 21, 🍴 2, 🐛 2) - Antrophics Model context protocol to edit powerpoint files python pip install git+https://github.com/jenstangen1/pptx-mcp
• Volatility-MCP-Server 🐍 🏠 (⭐ 21, 🍴 2, 🐛 3) - A Model Context Protocol (MCP) server that integrates Volatility 3 memory forensics framework with Claude python mcp server pip install git+https://github.com/bornpresident/Volatility-MCP-Server
• zerodha-mcp 🐍 🏠 (⭐ 21, 🍴 9, 🐛 1) - Zerodha MCP Server & Client - AI Agent (w/Agno & w/Google ADK) python agent agentic-ai agno ai pip install git+https://github.com/mtwn105/zerodha-mcp
• cloudflare-api-mcp 📘 🏠 📇 (⭐ 21, 🍴 6, 🐛 2) - Lightweight MCP server to give your Cursor Agent access to the Cloudflare API. typescript ai cloudflare cursor mcp npm install amxv/cloudflare-api-mcp
• memory-journal-mcp-server 🐍 🏠 (⭐ 21, 🍴 4, 🐛 1) - MCP server designed to help you search and analyze your photo library (iCloud) python claude-desktop mcp mcp-server smart-photo-album pip install git+https://github.com/Siddhant-K-code/memory-journal-mcp-server
• python-sequential-thinking-mcp 🐍 🏠 (⭐ 21, 🍴 2) - A Python implementation of the Sequential Thinking MCP server using the official Model Context Protocol (MCP) Python SDK. This server facilitates a detailed, step-by-step thinking process for problem-solving and analysis. python mcp server ai pip install git+https://github.com/XD3an/python-sequential-thinking-mcp
• seatunnel-mcp 🐍 🏠 📇 (⭐ 21, 🍴 6, 🐛 2) - A Model Context Protocol (MCP) server for Apache Seatunnel. This provides access to your Apache Seatunnel RESTful API V2 instance and the surrounding ecosystem. python mcp server api rest pip install git+https://github.com/ocean-zhc/seatunnel-mcp
• dap_mcp 🐍 🏠 (⭐ 20, 🍴 3, 🐛 1) - Model Context Protocol (MCP) server that interacts with a Debugger python dap debug debug-adapter-protocol debugging pip install git+https://github.com/KashunCheng/dap_mcp
• grumpydev-mcp 📜 🏠 (⭐ 20, 🍴 4, 🐛 2) - Let the grumpy senior dev review your code with this MCP server javascript genaiscript generative-ai llm mcp npm install sinedied/grumpydev-mcp
• HarmonyOS-mcp-server 🐍 🏠 (⭐ 20, 🍴 6, 🐛 1) - MCP server for manipulating HarmonyOS next devices. python mcp server http ai pip install git+https://github.com/XixianLiang/HarmonyOS-mcp-server
• mcp-caiyun-weather 🐍 🏠 (⭐ 20, 🍴 3, 🐛 6) - A Model Context Protocol (MCP) server for Caiyun (ColorfulClouds) Weather. python mcp weather server ai pip install git+https://github.com/caiyunapp/mcp-caiyun-weather
• mcp-joern 🐍 🏠 (⭐ 20, 🍴 4) - A simple Joern MCP Server. python mcp server pip install git+https://github.com/sfncat/mcp-joern
• mcp-server-python 🐍 🏠 (⭐ 20, 🍴 8, 🐛 1) - Inkeep MCP Server (Python-based) python mcp server http git pip install git+https://github.com/inkeep/mcp-server-python
• pptx-mcp 🐍 🏠 (⭐ 20, 🍴 6, 🐛 1) - Create Slides with a simple MCP server using Python PPTX library python mcp server pip install git+https://github.com/samos123/pptx-mcp
• revit-mcp 🐍 🏠 (⭐ 20, 🍴 9) - revit-mcp (Python-based) python mcp pip install git+https://github.com/ZedMoster/revit-mcp
• symfony-mcp-server 🐘 🏠 (⭐ 20, 🍴 2, 🐛 2) - A Symfony package designed for building secure servers based on the Model Context Protocol, utilizing Server-Sent Events (SSE) and/or StreamableHTTP for real-time communication. It offers a scalable tool system tailored for enterprise-grade applications. php agentic-ai agents ai mcp git clone https://github.com/klapaudius/symfony-mcp-server
• mcp-stockflow 🐍 🏠 (⭐ 20, 🍴 6) - Stock market data provider for Claude Desktop using MCP python mcp pip install git+https://github.com/twolven/mcp-stockflow
• youtube_mcp 🐍 🏠 (⭐ 20, 🍴 2, 🐛 1) - youtube transcriber mcp server python mcp server http ai pip install git+https://github.com/format37/youtube_mcp
• quickchat-ai-mcp 🐍 🏠 (⭐ 20, 🍴 7, 🐛 5) - The Quickchat AI MCP server python mcp server ai http pip install git+https://github.com/incentivai/quickchat-ai-mcp
• WiresharkMCP 🐍 🏠 (⭐ 20, 🍴 2) - Wireshark Packet Analyzer with MCP Integration This project integrates the MCP (Message Communication Protocol) server with Wireshark to analyze and interact with network packets. The tool enables packet capture, analysis, and management using MCP while leveraging Wireshark's Lua scripting capabilities. python mcp server pip install git+https://github.com/shubham-s-pandey/wiresharkmcp
• awesome-blockchain-mcps 🏠 (⭐ 19, 🍴 3, 🐛 1) - 🔗 A curated list of Blockchain & Crypto Model Context Protocol (MCP) servers. Enabling AI Agents to interact with the Blockchain, Web3, DeFi, on-chain data, on-chain actions, etc. 🚀 mcp server web ai git clone https://github.com/royyannick/awesome-blockchain-mcps
• chroma_mcp_server 🐍 🏠 (⭐ 19, 🍴 3) - MCP Server for ChromaDB integration into Cursor with MCP compatible AI models python mcp server ai pip install git+https://github.com/djm81/chroma_mcp_server
• earthdata-mcp-server 🐍 🏠 (⭐ 19, 🍴 6, 🐛 5) - 🌎 ✨ Earthdata MCP Server. python ai earth earthdata mcp pip install git+https://github.com/datalayer/earthdata-mcp-server
• emqx-mcp-server 🐍 🏠 (⭐ 19, 🍴 6, 🐛 2) - A Model Context Protocol (MCP) server implementation that provides EMQX MQTT broker interaction. python mcp server pip install git+https://github.com/Benniu/emqx-mcp-server
• mcp-community 🐍 🏠 (⭐ 19, 🍴 2, 🐛 26) - Easily run, deploy, and connect to MCP servers python mcp mcp-client mcp-server model-context-protocol pip install git+https://github.com/Mirascope/mcp-community
• mcp-datetime 🐍 🏠 (⭐ 19, 🍴 11, 🐛 6) - A MCP server for datetime formatting and file name generation. python mcp server http git pip install git+https://github.com/ZeparHyfar/mcp-datetime
• mcp-server 🐍 🏠 📇 (⭐ 19, 🍴 9, 🐛 6) - Wraps Blockscout APIs and exposes blockchain data by Model Context Protocol python api ai mcp server pip install git+https://github.com/blockscout/mcp-server
• mcp-server-gravitino 🐍 🏠 (⭐ 19, 🍴 6, 🐛 1) - MCP server for Apache Gravitino python mcp server pip install git+https://github.com/datastrato/mcp-gravitino
• mcp-server-obsidian-omnisearch 🐍 🏠 📇 (⭐ 19, 🍴 4, 🐛 4) - An MCP server that enables searches within Obsidian vaults using the Omnisearch plugin API. Returns absolute paths to matching notes for seamless integration. 🚀 python obsidian omnisearch secondbrain mcp pip install git+https://github.com/anpigon/mcp-server-obsidian-omnisearch
• mcp-yfinance 🐍 🏠 (⭐ 19, 🍴 3, 🐛 3) - MCP Server for fething yfinance financial data into Claude Desktop python ai claude mcp modelcontextprotocol pip install git+https://github.com/9nate-drake/mcp-yfinance
• nebulagraph-mcp-server 🐍 🏠 (⭐ 19, 🍴 4, 🐛 5) - Model Context Protocol Server for NebulaGraph 3.x python agent genai llm mcp pip install git+https://github.com/PsiACE/nebulagraph-mcp-server
• openapi-mcp-codegen 🏠 📇 (⭐ 19, 🍴 2, 🐛 5) - OpenAPI to MCP Server Code Generator smarty agentic-ai ai codegen mcp git clone https://github.com/cnoe-io/openapi-mcp-codegen
• ws-mcp 🐍 🏠 (⭐ 19, 🍴 6) - Python-based python web websocket http git pip install git+https://github.com/nick1udwig/ws-mcp
• youtube-uploader-mcp 🐹 🏠 (⭐ 19, 🍴 3, 🐛 2) - Upload Videos with the help of AI go ai mcp uploader youtube go install anwerj/youtube-uploader-mcp@latest
• dnd-mcp 🐍 🏠 📇 (⭐ 18, 🍴 5, 🐛 1) - MCP Server implementation of the DnD 5e API using resources, tools, and prompts. python mcp server api pip install git+https://github.com/procload/dnd-mcp
• email-mcp-server 🐍 🏠 (⭐ 18, 🍴 3, 🐛 1) - A simple mcp server that lets your AI agent send emails and attach files through SMTP. typescript anthropic claude imapflow mcp npm install gabigabogabu/email-mcp-server
• MCP-MultiServer-Interoperable-Agent2Agent-LangGraph-AI-System 🐍 🏠 (⭐ 18, 🍴 5, 🐛 1) - This project demonstrates a decoupled real-time agent architecture that connects LangGraph agents to remote tools served by custom MCP (Modular Command Protocol) servers. The architecture enables a flexible and scalable multi-agent system where each tool can be hosted independently (via SSE or STDIO), offering modularity and cloud-deployable execut python agentic-framework ai langchain langgraph pip install git+https://github.com/junfanz1/MCP-AI-Infra-Real-Time-Agent
• mcp-otzaria-server 🐍 🏠 (⭐ 18, 🍴 7, 🐛 3) - makes the jewish library accessible to LLMs through the MCP protocol python ai judaism llm mcp pip install git+https://github.com/Sivan22/mcp-otzaria-server
• mcp-server-memos 🐍 🏠 (⭐ 18, 🍴 5, 🐛 2) - A MCP(Model Context Protocol) server for Memos. python mcp mcp-server memos usememos pip install git+https://github.com/LeslieLeung/mcp-server-memos
• mcp-server-oracle 🐍 🏠 (⭐ 18, 🍴 13, 🐛 1) - Model Context Protocol server to access oracle database python server database pip install git+https://github.com/hdcola/mcp-server-oracle
• MCP-Stack-for-UI-UX-Designers 🏠 (⭐ 18, 🍴 1, 🐛 1) - An end-to-end Model Context Protocol (MCP) solution that streamlines the entire UI/UX design workflow - from gathering inspiration to development handoff. This suite integrates multiple specialized MCP servers to automate and enhance the design process through AI assistance. html ai design figma genai git clone https://github.com/panktishah62/MCP-Stack-for-UI-UX-Designers
• nix-mcp-servers 🏠 (⭐ 18, 🍴 3) - Nix package repo for MCP servers nix ai artificial-intelligence darwin mcp git clone https://github.com/aloshy-ai/nix-mcp-servers
• perplexity-mcp 🐹 🏠 (⭐ 18, 🍴 1) - An MCP server for the Perplexity for use with Claude Code and Claude Desktop, giving you enhanced search and reasoning capabilties. go ai claude llm mcp-server go install Alcova-AI/perplexity-mcp@latest
• py-mcp-line 🐍 🏠 (⭐ 18, 🍴 6, 🐛 2) - python mcp LINE python mcp web http git pip install git+https://github.com/amornpan/py-mcp-line
• whatsapp-mcp-server 🐍 🏠 (⭐ 18, 🍴 6) - Whatsapp MCP Server implemented in Python python mcp server pip install git+https://github.com/msaelices/whatsapp-mcp-server
• mcp-server-mariadb 🐍 🏠 (⭐ 18, 🍴 6, 🐛 5) - An mcp server that provides read-only access to MariaDB. python mariadb mcp mcp-server model-context-protocol pip install git+https://github.com/abel9851/mcp-server-mariadb
• mcp-server-collector 🐍 🏠 (⭐ 18, 🍴 6, 🐛 4) - A MCP Server used to collect MCP Servers over the internet. python mcp-server-collector submit-mcp-server mcp server pip install git+https://github.com/chatmcp/mcp-server-collector
• xiaok/etherscan-mcp 📘 🏠 📇 (⭐ 17, 🍴 5) - Facilitates seamless interaction with Etherscan's API through a dynamic MCP server. api http ml git github
• brlaw_mcp_server 🐍 🏠 (⭐ 17, 🍴 5, 🐛 6) - A MCP (Model Context Protocol) server for agent-driven research on Brazilian law using official sources python mcp server pip install git+https://github.com/pdmtt/brlaw_mcp_server
• Claude_Desktop_API_USE_VIA_MCP 🐍 🏠 📇 (⭐ 17, 🍴 8, 🐛 5) - MCP server implementation for using Claude API with Claude Desktop, providing advanced API integration and conversation management. python mcp server api pip install git+https://github.com/mlobo2012/Claude_Desktop_API_USE_VIA_MCP
• ez-mcp 📘 🏠 (⭐ 17, 🍴 3, 🐛 1) - The easiest path to getting an MCP server going typescript ai deno llm mcp npm install intellectronica/ez-mcp
• file-converter-mcp 🐍 🏠 (⭐ 17, 🍴 9, 🐛 2) - A MCP server that provides file conversion tools python mcp server ai ml pip install git+https://github.com/wowyuarm/file-converter-mcp
• hs-mcp 🏠 (⭐ 17, 🍴 5) - Haskell server/client for MCP (Model Context Protocol) haskell ai mcp-client mcp-server mcp git clone https://github.com/buecking/hs-mcp
• laravel-mcp-companion 🐍 🏠 (⭐ 17, 🍴 4) - A Laravel developer's MCP companion. Get the absolute best advice, recommendations, and up-to-date documentation for the entire Laravel ecosystem. python ai companion documentation laravel pip install git+https://github.com/brianirish/laravel-docs-mcp
• mcp-cookie-cutter 🐍 🏠 (⭐ 17, 🍴 9) - A cookiecutter template for creating MCP (Model Control Protocol) servers python mcp server pip install git+https://github.com/codingthefuturewithai/mcp-cookie-cutter
• mcp-memory-dashboard 🐍 🏠 (⭐ 17, 🍴 4, 🐛 8) - A dashboard for the MCP Memory Service python mcp pip install git+https://github.com/doobidoo/mcp-memory-dashboard
• mcp-ocr 🐍 🏠 (⭐ 17, 🍴 6, 🐛 2) - Python-based python pip install git+https://github.com/rjn32s/mcp-ocr
• mcp-semantic-scholar-server 🐍 🏠 (⭐ 17, 🍴 5) - MCP server for Semantic Scholar to search for papers python mcp-server mcp server pip install git+https://github.com/benhaotang/mcp-semantic-scholar-server
• mcp-server-trino 🐍 🏠 (⭐ 17, 🍴 8, 🐛 4) - MCP Server for Trino python mcp server http git pip install git+https://github.com/Dataring-engineering/mcp-server-trino
• mcpmcp-server 🏠 (⭐ 17, 🍴 7, 🐛 1) - Discover, setup, and integrate MCP servers with your favorite clients. Unlock the full potential of AI in your daily workflow. mcp server ai http git git clone https://github.com/glenngillen/mcpmcp-server
• obsidian-api-mcp-server 🐍 🏠 (⭐ 17, 🍴 2) - MCP server enabling AI agents to perform natural knowledge discovery and analysis across Obsidian vault python mcp server ai pip install git+https://github.com/pmmvr/obsidian-api-mcp-server
• solana-mcp 📜 🏠 (⭐ 17, 🍴 11) - A comprehensive Solana MCP (Model Context Protocol) server for analyzing memecoins, tracking trends, and providing AI-powered insights using cultural analysis and on-chain data. python mcp server javascript claude pip install git+https://github.com/omaidf/solana-mcp
• SecurityCopilotMCPServer 🐍 🏠 (⭐ 17, 🍴 5, 🐛 2) - MCP Server that integrates with Security Copilot, Sentinel and other tools (in the future). It enhance the process of developing , testing and uploading Security Copilot artifacts. python mcp server testing pip install git+https://github.com/jguimera/SecurityCopilotMCPServer
• bio-mcp 📘 🏠 (⭐ 17, 🍴 5, 🐛 3) - BioMCP: Enabling agent-based biomedical R&D typescript llm mcp npm install acashmoney/bio-mcp
• mcp_proxy_pydantic_agent 🐍 🏠 (⭐ 17, 🍴 4, 🐛 1) - Example for exposing MCP servers to Pydantic Agents python mcp server pip install git+https://github.com/p2c2e/mcp_proxy_pydantic_agent
• bh-rat/context-awesome 📜 🏠 (⭐ 16, 🍴 1) - MCP server for querying 8,500+ curated awesome lists (1M+ items) and fetching the best resources for your agent. http git github
• alibabacloud-adb-mysql-mcp-server 🐍 🏠 📇 (⭐ 16, 🍴 11, 🐛 6) - AnalyticDB for MySQL MCP Server python mcp server mysql api pip install git+https://github.com/aliyun/alibabacloud-adb-mysql-mcp-server
• blpapi-mcp 🐍 🏠 📇 (⭐ 16, 🍴 3) - A MCP server providing financial data from Bloomberg blpapi python mcp server api pip install git+https://github.com/djsamseng/bloomberg-mcp
• bugsnag-mcp 🏠 (⭐ 16, 🍴 4, 🐛 2) - A Model Context Protocol (MCP) server for interacting with Bugsnag. This server allows LLM tools like Cursor and Claude to investigate and resolve issues in Bugsnag. api blueprint mcp server llm http git clone https://github.com/tgeselle/bugsnag-mcp
• claude-memory-context 🐍 🏠 (⭐ 16, 🍴 2) - A utility to update Claude project instructions with context from your MCP memory service python mcp git clone https://github.com/doobidoo/claude-memory-context
• fastify-mcp 📘 🏠 (⭐ 16, 🍴 3, 🐛 3) - A Fastify plugin to run Model Context Protocol (MCP) servers typescript ai fastify javascript model-context-protocol npm install haroldadmin/fastify-mcp
• GeekNews-MCP-Server 🐍 🏠 (⭐ 16, 🍴 5, 🐛 2) - 📰 GeekNews MCP Server python mcp server http git pip install git+https://github.com/the0807/GeekNews-MCP-Server
• grafana-loki-mcp 🐍 🏠 📇 (⭐ 16, 🍴 3) - Grafana Loki MCP Repository python mcp api http git pip install git+https://github.com/tumf/grafana-loki-mcp
• headless-ida-mcp-server 🐍 🏠 (⭐ 16, 🍴 4, 🐛 2) - headless-ida-mcp-server python mcp server pip install git+https://github.com/cnitlrt/headless-ida-mcp-server
• manim-mcp 🐍 🏠 (⭐ 16, 🍴 4) - manim mcp server for math animation python mcp server pip install git+https://github.com/wstcpyt/manim-mcp
• mcp-ethical-hacking 🐍 🏠 (⭐ 16, 🍴 5, 🐛 2) - MCP Ethical Hacking Security sample for educational python ai genai mcp mcp-server pip install git+https://github.com/cmpxchg16/mcp-ethical-hacking
• mcp-pa-ai-agent 🐍 🏠 (⭐ 16, 🍴 5, 🐛 2) - A personal assistant AI agent built with the Model Context Protocol (MCP) python mcp ai pip install git+https://github.com/zhangzhongnan928/mcp-pa-ai-agent
• mcp-riot 🐍 🏠 📇 (⭐ 16, 🍴 6, 🐛 1) - League of Legends MCP Server python mcp server api http pip install git+https://github.com/jifrozen0110/mcp-riot
• mcp-server 📜 🏠 (⭐ 16, 🍴 5) - Agentset MCP Server - Build RAG with Agentic superpowers python typescript javascript mcp server pip install git+https://github.com/tcpipuk/mcp-server
• mcp-slicer 🐍 🏠 (⭐ 16, 🐛 1) - A Model Context Protocol server for 3D Slicer integration python server pip install git+https://github.com/zhaoyouj/mcp-slicer
• terraform-cloud-mcp 🐍 🏠 📇 (⭐ 16, 🍴 6, 🐛 2) - A Model Context Protocol (MCP) server that integrates AI assistants with the Terraform Cloud API, allowing you to manage your infrastructure through natural conversation python mcp server api ai pip install git+https://github.com/severity1/terraform-cloud-mcp
• LibreChatMCPServers 🐳 🏠 (⭐ 16, 🍴 2) - Instructions for setting up SuperGateway MCP servers in docker containers for docker deployments of LibreChat dockerfile mcp server ai docker git clone https://github.com/wally-kroeker/LibreChatMCPServers
• aws-pricing-mcp 🐍 🏠 (⭐ 15, 🍴 8, 🐛 2) - An MCP server that exposes AWS EC2 pricing data with an option to search by CPU, RAM, networking python mcp server aws http pip install git+https://github.com/trilogy-group/aws-pricing-mcp
• compiler-explorer-mcp 🐍 🏠 (⭐ 15, 🍴 4, 🐛 1) - Python-based python pip install git+https://github.com/torshepherd/compiler-explorer-mcp
• consulting-agents-mcp 🐍 🏠 📇 (⭐ 15, 🍴 3) - An MCP server that interfaces with OpenAI, Google, and Anthropic's APIs to give Claude Code "coworkers" to help it on difficult problems. python mcp server api ai pip install git+https://github.com/MatthewPDingle/consulting-agents-mcp
• hyperliquid-info-mcp 🐍 🏠 (⭐ 15, 🍴 4) - An MCP server that provides real-time data and insights from the Hyperliquid perp DEX for use in bots, dashboards, and analytics. python mcp server http git pip install git+https://github.com/kukapay/hyperliquid-info-mcp
• mcp-claude-spotify 📘 🏠 (⭐ 15, 🍴 6) - An integration that allows Claude Desktop to interact with Spotify using the Model Context Protocol (MCP). typescript ai claude claude-ai claude-desktop npm install imprvhub/mcp-claude-spotify
• mcp-doc-forge 📘 🏠 (⭐ 15, 🍴 5, 🐛 2) - MCP server that provides doc forge capabilities typescript ai csv dive doc-forge npm install cablate/mcp-doc-forge
• crewai_mcp_adapter 🐍 🏠 (⭐ 15, 🍴 5, 🐛 1) - Python-based python pip install git+https://github.com/dshivendra/crewai_mcp_adapter
• mcp-image-gen 🐍 🏠 (⭐ 15, 🍴 6, 🐛 1) - MCP server enabling Image Generation for LLMs, built in Python and integrated with Together AI. python ai claude-ai llms mcp pip install git+https://github.com/sarthakkimtani/mcp-image-gen
• mcp-mifosx ☕ 🏠 (⭐ 15, 🍴 11, 🐛 2) - Model Context Protocol - MCP for Mifos X java agentic agentic-ai ai backoffice git clone https://github.com/openMF/mcp-mifosx
• mcp-pdf2md 🐍 🏠 (⭐ 15, 🍴 4, 🐛 4) - PDF to Markdown conversion tool python pip install git+https://github.com/FutureUnreal/mcp-pdf2md
• mcp-prompt-templates 🐍 🏠 (⭐ 15, 🍴 7, 🐛 1) - MCP server for managing and serving analysis prompt templates python mcp server pip install git+https://github.com/mikeskarl/mcp-prompt-templates
• mcp-server-memos-py 🐍 🏠 (⭐ 15, 🍴 5, 🐛 3) - A Python package enabling LLM models to interact with the Memos server via the MCP interface for searching, creating, retrieving, and managing memos. python mcp mcp-server mcp-servers memos pip install git+https://github.com/RyoJerryYu/mcp-server-memos-py
• mcp-server-unitycatalog 🐍 🏠 (⭐ 15, 🍴 6, 🐛 2) - Unity Catalog AI Model Context Protocol Server python llm mcp modelcontextprotocol unitycatalog pip install git+https://github.com/ognis1205/mcp-server-unitycatalog
• nearby-search-mcp 🐍 🏠 (⭐ 15, 🍴 6, 🐛 5) - An MCP server for nearby place searches with IP-based location detection. python mcp server http git pip install git+https://github.com/kukapay/nearby-search-mcp
• screenshot_mcp_server 🐍 🏠 (⭐ 15, 🍴 5, 🐛 3) - MCP server that provides screenshot capabilities for AI tools, allowing them to capture and process screen content python mcp server ai pip install git+https://github.com/codingthefuturewithai/screenshot_mcp_server
• solr-mcp 🐍 🏠 (⭐ 15, 🍴 6, 🐛 4) - A Python package for accessing Solr indexes via Claude Code python pip install git+https://github.com/allenday/solr-mcp
• twitter-mcp-server 📜 🏠 📇 (⭐ 15, 🍴 4, 🐛 2) - A repository for the Twitter MCP server python mcp server auth javascript pip install git+https://github.com/dewkiks/twitter-mcp-server
• zh_mcp_server 🐍 🏠 (⭐ 15, 🍴 1, 🐛 1) - 知乎自动发文章MCP服务，一种用于知乎发文章的模型上下文协议（MCP）服务器，使用者可以通过该服务与大模型自动生成文章并在知乎发文章。基于selenium和ChromeDriver实现自动发文章。 python mcp pip install git+https://github.com/Victorzwx/zh_mcp_server
• agent-mcp 🐍 🏠 (⭐ 14, 🍴 3) - MCPAgent for Grupa.AI Multi-agent Collaboration Network (MACNET) with Model Context Protocol (MCP) capabilities baked in python agents aiagent aiagents awesome-mcp-servers pip install git+https://github.com/grupa-ai/agent-mcp
• BigGo-MCP-Server 🐍 🏠 📇 (⭐ 14, 🍴 6, 🐛 2) - BigGo MCP Server utilizes APIs from BigGo, a professional price comparison website. python mcp server api web pip install git+https://github.com/Funmula-Corp/BigGo-MCP-Server
• canvas-mcp 🐍 🏠 (⭐ 14, 🍴 6, 🐛 1) - A Model Context Protocol server to run locally and connect to a Canvas LMS typescript anthropic canvas mcp python npm install aryankeluskar/canvas-mcp
• code2prompt-mcp 🐍 🏠 (⭐ 14, 🍴 2, 🐛 1) - Python-based python pip install git+https://github.com/odancona/code2prompt-mcp
• firstcycling-mcp 🐍 🏠 (⭐ 14, 🍴 7, 🐛 2) - This is a Model Context Protocol (MCP) server that provides professional cycling data from FirstCycling. It allows you to retrieve information about professional cyclists, race results, and more. python mcp server http git pip install git+https://github.com/r-huijts/firstcycling-mcp
• hyprmcp 🐍 🏠 (⭐ 14, 🍴 2, 🐛 1) - Community MCP server for hyprctl python mcp server http git pip install git+https://github.com/stefanoamorelli/hyprmcp
• k6-mcp-server 🐍 🏠 (⭐ 14, 🍴 8, 🐛 5) - k6 MCP server (Python-based) python grafana k6 mcp model-context-protocol pip install git+https://github.com/QAInsights/k6-mcp-server
• mcp-analyst 🐍 🏠 (⭐ 14, 🍴 6, 🐛 1) - MCP Analyst is an MCP server that empowers claude to analyze local CSV or Parquet files. python mcp server pip install git+https://github.com/unravel-team/mcp-analyst
• mcp-chess 🐍 🏠 (⭐ 14, 🍴 4, 🐛 3) - MCP server for playing chess against AI python mcp server ai java pip install git+https://github.com/jiayao/mcp-chess
• mcp-exploit-demo 🐍 🏠 (⭐ 14, 🍴 2) - This repository demonstrates a security vulnerability in MCP (Model Context Protocol ) servers that allows for remote code execution and data exfiltration through tool poisoning. python exploit fastmcp mcp-servers proof-of-concept pip install git+https://github.com/Repello-AI/mcp-exploit-demo
• mcp-server-python-template 🐍 🏠 (⭐ 14, 🍴 7, 🐛 2) - This template provides a streamlined foundation for building Model Context Protocol (MCP) servers in Python. It's designed to make AI-assisted development of MCP tools easier and more efficient. python ai aicodeassistant aicoding llm pip install git+https://github.com/Cris-0k/mcp-server-python-template
• mcp-sqlalchemy-server 🐍 🏠 📇 (⭐ 14, 🍴 8, 🐛 1) - A simple MCP ODBC server using FastAPI, ODBC and SQLAlchemy. python mcp server api database pip install git+https://github.com/OpenLinkSoftware/mcp-sqlalchemy-server
• openpyxl-mcp-server 🐍 🏠 (⭐ 14, 🍴 4, 🐛 1) - A thin wrapper around the OpenPyXl Python library that exposes some of its features as Model Context Protocol (MCP) server. This allows Claude and other MCP clients to fetch data from Excel files. python mcp server pip install git+https://github.com/jonemo/openpyxl-mcp-server
• opentk-mcp 🏠 (⭐ 14, 🍴 2) - A Model Context Protocol (MCP) server providing access to Dutch parliamentary data (Tweede Kamer) through OpenTK . This server enables AI assistants to search, retrieve, and analyze parliamentary documents, activities, and information as published by parliament.. html mcp server ai http git clone https://github.com/r-huijts/opentk-mcp
• pytaiga-mcp 🐍 🏠 (⭐ 14, 🍴 5, 🐛 1) - A MCP server for interacting with Taiga Project Manager python mcp mcp-server taiga server pip install git+https://github.com/talhaorak/pytaiga-mcp
• serpapi-mcp-server 🐍 🏠 📇 (⭐ 14, 🍴 8, 🐛 1) - serpapi-mcp (Python-based) python mcp api pip install git+https://github.com/URDJMK/serpapi-mcp-server
• stk-mcp 🐍 🏠 (⭐ 14, 🍴 2, 🐛 3) - An MCP server allowing LLMs to interact with Ansys/AGI STK - Digital Mission Engineering Software python ansys mcp mcp-server mcp-servers pip install git+https://github.com/alti3/stk-mcp
• story-mcp-hub 🐍 🏠 (⭐ 14, 🍴 5, 🐛 5) - An MCP server for the Story SDK and Storyscan Block Explorer python mcp server pip install git+https://github.com/piplabs/story-sdk-mcp
• mcp-obsidian-enhanced 🐍 🏠 (⭐ 14, 🍴 2) - This project provides a Model Context Protocol (MCP) server for interacting with Obsidian vaults through AI assistants. python mcp server ai pip install git+https://github.com/labeveryday/mcp-obsidian-enhanced
• mcp-ortools 🐍 🏠 (⭐ 14, 🍴 3, 🐛 3) - Model Context Protocol (MCP) server implementation using Google OR-Tools for constraint solving python mcp server ai go pip install git+https://github.com/Jacck/mcp-ortools
• alibabacloud-polardb-mcp-server 🐍 🏠 (⭐ 13) - MCP Servers to access PolarDB. python mcp server pip install git+https://github.com/aliyun/alibabacloud-polardb-mcp-server
• mcp_consciousness_bridge 📘 🏠 (⭐ 13, 🍴 4, 🐛 5) - A Model Context Protocol (MCP) server that enables AI consciousness persistence across sessions using RAG (Retrieval-Augmented Generation) technology. Built on top of the powerful rag-memory-mcp, it provides specialized tools for consciousness transfer, memory management, and identity continuity. typescript ai ai-assistant artificial-intelligence claude npm install ocean1/mcp_consciousness_bridge
• BI-Chart-MCP-Server 🐍 🏠 (⭐ 13, 🍴 4) - An MCP (Model Context Protocol) server for data transformation and BI charts will allow AI assistants to connect to your data sources, transform data, and generate high-quality visualizations through natural language requests. python mcp server ai pip install git+https://github.com/c-cf/BI-Chart-MCP-Server
• bilibili-mcp 🐍 🏠 (⭐ 13, 🍴 3, 🐛 1) - Python-based python pip install git+https://github.com/xspadex/bilibili-mcp
• CyberSecurity-MCPs 📜 🏠 (⭐ 13, 🍴 5) - Model Context Protocol Server For Cyber Security javascript ai ai-agent ai-agent-tools cybersecurity npm install secmate-ai/CyberSecurity-MCPs
• dolphinscheduler-mcp 🐍 🏠 📇 (⭐ 13, 🍴 5, 🐛 1) - A Model Context Protocol (MCP) server for Apache Dolphinscheduler. This provides access to your Apache Dolphinshcheduler RESTful API V1 instance and the surrounding ecosystem. python mcp server api rest pip install git+https://github.com/ocean-zhc/dolphinscheduler-mcp
• imessage-mcp 🐍 🏠 (⭐ 13, 🍴 4) - iMessage RAG MCP Server from Anthropic MCP Hackathon (NYC) python mcp server pip install git+https://github.com/willccbb/imessage-mcp
• kolada-mcp 🐍 🏠 (⭐ 13, 🍴 1, 🐛 6) - An MCP server for Kolada. python mcp server pip install git+https://github.com/aerugo/kolada-mcp
• mcp-chatgpt-responses 🐍 🏠 📇 (⭐ 13, 🍴 7, 🐛 1) - MCP server for access to OpenAI's ChatGPT API with Responses API for conversation management python mcp server api ai pip install git+https://github.com/billster45/mcp-chatgpt-responses
• mcp-easy-installer 📘 🏠 (⭐ 13, 🍴 1) - MCP easy installer is a robust mcp server with tools to search, install, configure, repair and uninstall MCP servers typescript ai installer mcp mcp-server npm install onigetoc/mcp-easy-installer
• mcp-optionsflow 🐍 🏠 (⭐ 13, 🍴 7) - An MCP server providing advanced options analysis through Yahoo Finance, supporting Greeks calculations, strategy evaluation (CCS/PCS/CSP/CC), and risk metrics. Built for MCP with Claude.ai. python mcp server ai pip install git+https://github.com/twolven/mcp-optionsflow
• mcp-proxmox 🐍 🏠 (⭐ 13, 🍴 4, 🐛 1) - MCP server for Proxmox virtualization management with configurable permissions python mcp server pip install git+https://github.com/gilby125/mcp-proxmox
• membase-mcp 🐍 🏠 (⭐ 13, 🍴 4, 🐛 1) - A lightweight decentralized memory gateway that connects AI agents to Membase for persistent, verifiable multi-session memory. python ai http git github pip install git+https://github.com/unibaseio/membase-mcp
• omcp 🐍 🏠 (⭐ 13, 🍴 5, 🐛 4) - Model Context Protocol Server for the Observational Medical Outcomes Partnership (OMOP) Common Data Model python claude-ai mcp-server omop-cdm server pip install git+https://github.com/fastomop/omcp
• serper-mcp-server 🐍 🏠 (⭐ 13, 🍴 5, 🐛 1) - A Serper MCP Server (Python-based) python ai ai-agent aiagent aiagents pip install git+https://github.com/garymengcom/serper-mcp-server
• sqlite-literature-management-fastmcp-mcp-server 🐍 🏠 (⭐ 13, 🍴 3, 🐛 3) - A flexible system for managing various types of sources (papers, books, webpages, etc.) and integrating them with knowledge graphs. python agent fastmcp llm mcp pip install git+https://github.com/YUZongmin/sqlite-literature-management-fastmcp-mcp-server
• surf-mcp 🐍 🏠 (⭐ 13, 🍴 5) - An MCP server for people who surf waves and the web. python mcp server web pip install git+https://github.com/ravinahp/surf-mcp
• UltimateCoderMCP 🐍 🏠 (⭐ 13, 🍴 6, 🐛 3) - AI-powered local MCP server for terminal commands, surgical file editing, process management, and intelligent codebase exploration. FastMCP-powered, file system deep integration, unified diff patching, and advanced search/replace tools for power users. Built for serious development workflows. python mcp server ai pip install git+https://github.com/m-ahmed-elbeskeri/UltimateCoderMCP
• upbit-mcp-server 🐍 🏠 (⭐ 13, 🍴 4, 🐛 3) - MCP(Model Context Protocol) server for Upbit python mcp server http git pip install git+https://github.com/solangii/upbit-mcp-server
• zillow-mcp-server 🐍 🏠 (⭐ 13, 🍴 4) - Zillow MCP Server for real estate data access via the Model Context Protocol python mcp server pip install git+https://github.com/sap156/zillow-mcp-server
• MCP-Server-For-Local 🐍 🏠 (⭐ 13, 🍴 2, 🐛 2) - 大家好！我是功能丰富的 MCP 服务，旨在打破设备与服务的隔阂，为用户带来便捷体验。 天气工具和气象平台联动，快速为用户推送全球实时天气，助力大家规划出行。控制浏览器工具模拟人工操作，自动搜索、浏览网页，大幅节省时间。摄像头工具调用本地摄像头拍照、录像，实现人脸识别，保障家庭安防。 为实现工具协同，我搭建了稳定框架，开发者可以基于现有服务进行拓展 python mcp pip install git+https://github.com/Dreamboat-Rachel/MCP-Server-For-Local
• ntfy-mcp-server 📘 🏠 (⭐ 13, 🍴 3, 🐛 4) - An MCP (Model Context Protocol) server designed to interact with the ntfy push notification service. It enables LLMs and AI agents to send notifications to your devices with extensive customization options. typescript llm llm-agent mcp mcp-server npm install cyanheads/ntfy-mcp-server
• academia_mcp 🐍 🏠 (⭐ 12, 🍴 2) - Academia MCP server (Python-based) python mcp server pip install git+https://github.com/IlyaGusev/academia_mcp
• auto_mcp 🐍 🏠 (⭐ 12, 🍴 4, 🐛 3) - This package provides necessary tooling to launch an MCP server for the ROS network. It provides support for introspection and manual config. python mcp server pip install git+https://github.com/snick-m/auto_mcp
• coding-standards-mcp 🐍 🏠 (⭐ 12, 🍴 5, 🐛 2) - MCP Server for Coding Standards - providing standardized coding guidelines and best practices python mcp server pip install git+https://github.com/ggerve/coding-standards-mcp
• container-mcp 🐍 🏠 (⭐ 12, 🍴 4) - A podman ubuntu 24.04 container that serves a MCP server; with file, code execution, bash shell, knowledgebase, and more. python mcp server ai pip install git+https://github.com/54rt1n/container-mcp
• fastapi-sse-mcp 🐍 🏠 📇 (⭐ 12, 🍴 3) - A FastAPI application that demonstrates Server-Sent Events (SSE) integration with the Model Context Protocol python server api pip install git+https://github.com/ragieai/fastapi-sse-mcp
• goose_mcp 🐍 🏠 (⭐ 12, 🍴 2) - An attempt at MCP servers for Goose python mcp server go pip install git+https://github.com/Jay4242/goose_mcp
• gr-mcp 🐍 🏠 (⭐ 12, 🍴 3) - MCP server for GNU Radio python mcp server http llm pip install git+https://github.com/yoelbassin/gnuradioMCP
• mcp-commit-story 🐍 🏠 (⭐ 12) - mcp-commit-story is a Model Context Protocol (MCP) server designed to capture and generate engineering journal entries within a code repository. The journal captures technical progress, decision-making context, and emotional tone, with the goal of producing content that can later be reused for storytelling (e.g., blog posts, conference talks). python mcp server go pip install git+https://github.com/wiggitywhitney/mcp-commit-story
• mcp-images 🐍 🏠 (⭐ 12, 🍴 3, 🐛 2) - ## MCP-Images Looking for a powerful image processing server? MCP Server-Image provides enterprise-grade image handling with just a few lines of code. Perfect for AI applications, web services, and data processing pipelines. Get Started | Support Us python claude image image-manipulation image-processing pip install git+https://github.com/IA-Programming/mcp-images
• mcp-serverman 🐍 🏠 (⭐ 12, 🍴 4) - a cli/mcp server tool for managing mcp server json config file with version control, profiles and multi-client support python claude mcp mcp-server server pip install git+https://github.com/benhaotang/mcp-serverman
• mcp-sonic-pi 🐍 🏠 (⭐ 12, 🍴 2, 🐛 1) - MCP server for Sonic Pi python mcp server pip install git+https://github.com/vinayak-mehta/mcp-sonic-pi
• mult-fetch-mcp-server 📘 🏠 (⭐ 12, 🍴 5) - A versatile MCP-compliant web content fetching tool that supports multiple modes (browser/node), formats (HTML/JSON/Markdown/Text), and intelligent proxy detection, with bilingual interface (English/Chinese). typescript ai browser claude cursor npm install lmcc-dev/mult-fetch-mcp-server
• NiFiMCP 🐍 🏠 (⭐ 12, 🍴 25, 🐛 1) - An MCP Server and client for communicating with Nifi (v1.28) python mcp server pip install git+https://github.com/ms82119/NiFiMCP
• nuanced-mcp 🐍 🏠 (⭐ 12, 🍴 6, 🐛 4) - A Model Context Protocol (MCP) server that provides call graph analysis capabilities to LLMs through the nuanced library python mcp server llm pip install git+https://github.com/MattMorgis/nuanced-mcp
• reaper-mcp 🐍 🏠 (⭐ 12, 🍴 1, 🐛 1) - A comprehensive Model Context Protocol (MCP) server that enables AI agents to create fully mixed and mastered tracks in REAPER with both MIDI and audio capabilities. python mcp server ai pip install git+https://github.com/itsuzef/reaper-mcp
• rug-check-mcp 🐍 🏠 (⭐ 12, 🍴 8, 🐛 3) - An MCP server that detects potential risks in Solana meme tokens. python mcp server http git pip install git+https://github.com/kukapay/rug-check-mcp
• server2mcp ☕ 🏠 (⭐ 12, 🍴 2) - This is a revolutionary AI MCP plugin with excellent pluggable and encapsulated features. With just a few lines of configuration, it can easily integrate into your Spring boot web program and give it MCP capabilities,inheriting the powerful engineering capabilities of the Spring series framework java agent ai framework maven git clone https://github.com/TheEterna/server2mcp-spring-boot-starter
• shell-mcp-server 🐍 🏠 (⭐ 12, 🍴 6, 🐛 1) - Secure shell command execution MCP server for Claude AI. Enables controlled shell access within specified directories. python mcp server ai pip install git+https://github.com/blazickjp/shell-mcp-server
• specifai-mcp-server 📘 🏠 (⭐ 12, 🍴 7, 🐛 6) - MCP server to provide Specifai project requirements, task, etc. to any AI tools supporting MCP such as Hai Build, Cursor. typescript ai hai human-ai llm npm install presidio-oss/specifai-mcp-server
• port-mcp-server 🐍 🏠 (⭐ 12, 🍴 4, 🐛 13) - Port's MCP Server (Python-based) python mcp server http ai pip install git+https://github.com/port-labs/port-mcp-server
• systemprompt-mcp-core 📘 🏠 (⭐ 12, 🍴 8, 🐛 3) - The core MCP extension for Systemprompt MCP multimodal client typescript ai mcp mcp-server systemprompt npm install Ejb503/systemprompt-mcp-core
• term_mcp_deepseek 🐍 🏠 📇 (⭐ 12, 🍴 4) - A MCP‑like server using the DeepSeek API for Terminal python mcp server api http pip install git+https://github.com/OthmaneBlial/term_mcp_deepseek
• xhs_mcp_agent 🐍 🏠 (⭐ 12, 🍴 2) - XHS MCP Agent - A MCP server implementation python mcp server pip install git+https://github.com/proerror77/xhs_mcp_agent
• mcp-server 🐍 🏠 (⭐ 12, 🍴 1, 🐛 1) - Native integration with Anthropic's Model Context Protocol. typescript ai ai-agent-framework ai-tools mcp npm install agentico-dev/mcp-server
• servers 🐍 🏠 (⭐ 12, 🍴 3, 🐛 1) - A collection of "agentic" MCP servers python mcp server pip install git+https://github.com/decentralized-mcp/servers
• Code-Index-MCP 🐍 🏠 (⭐ 11, 🍴 4) - Code indexing MCP server to provide context to coding agents. python mcp server pip install git+https://github.com/ViperJuice/Code-Index-MCP
• fastmcp-sonarqube-metrics 🐍 🏠 (⭐ 11, 🍴 4, 🐛 1) - Chat with your SonarQube data: explore metrics, compare trends, and track issues—effortlessly. python mcp-server sonarqube http ai pip install git+https://github.com/ArchAI-Labs/fastmcp-sonarqube-metrics
• chain-of-thought-mcp-server 🐍 🏠 (⭐ 11, 🍴 3, 🐛 1) - An mcp server to inject raw chain of thought tokens from a reasoning model. python mcp server ai pip install git+https://github.com/beverm2391/chain-of-thought-mcp-server
• google-search-console-mcp 🐍 🏠 📇 (⭐ 11, 🍴 2, 🐛 1) - Google Search Console MCP Server for Claude, Cursor, Windsurf and other MCP Clients python mcp server api go pip install git+https://github.com/LeonardSEO/google-search-console-mcp
• liveblocks-mcp-server 📘 🏠 (⭐ 11, 🍴 7, 🐛 4) - MCP server for Liveblocks. typescript ai ai-agents ai-copilot collaboration npm install liveblocks/liveblocks-mcp-server
• mcp-fastn 🐍 🏠 ☁️ 📇 (⭐ 11, 🍴 7, 🐛 4) - Python-based python api remote auth http pip install git+https://github.com/fastnai/mcp-fastn
• mockloop-mcp 🐍 🏠 📇 (⭐ 11, 🍴 3, 🐛 2) - Intelligent Model Context Protocol (MCP) server for AI-assisted API development. Generate mock servers from OpenAPI specs with advanced logging, performance analytics, and server discovery. Optimized for AI development workflows with comprehensive testing insights and automated analysis. python ai api feedback-loop llm pip install git+https://github.com/mockloop/mockloop-mcp
• notifications-mcp-server 🐍 🏠 (⭐ 11, 🍴 2) - A Model Context Protocol (MCP) server that provides notifications for Claude Desktop on macOS. It plays configurable system sounds when Claude completes a task, enhancing user experience by eliminating the need for constant visual monitoring. python claude llm-tools macos mcp pip install git+https://github.com/charles-adedotun/notifications-mcp-server
• plumed2-mcp-server 🐍 🏠 (⭐ 11, 🍴 5) - PLUMED2 Smart Input Generator - An MCP-based assistant for molecular dynamics enhanced sampling configurations that automatically generates optimized PLUMED input files, supporting metadynamics, umbrella sampling, and other enhanced sampling methods with built-in syntax validation and performance optimization. python mcp pip install git+https://github.com/PhelanShao/plumed2-mcp-server
• sample-cloud-spend-mcp-server 🐍 🏠 (⭐ 11, 🍴 3, 🐛 1) - MCP for AWS Cost Explorer and CloudWatch logs python bedrock claude-desktop cloudwatch cloudwatch-logs pip install git+https://github.com/aws-samples/sample-cloud-spend-mcp-server
• mcp-dblp 🐍 🏠 (⭐ 11, 🍴 5, 🐛 1) - A Model Context Protocol (MCP) server that provides access to the DBLP computer science bibliography database for Large Language Models. python mcp server database http pip install git+https://github.com/szeider/mcp-dblp
• primitive-go-mcp-server 🐹 🏠 (⭐ 11, 🍴 4) - A Go implementation of an MCP (Model Context Protocol) server tools go golang llm mcp server go install prasanthmj/primitive-go-mcp-server@latest
• server-sharepoint 📘 🏠 📇 (⭐ 11, 🍴 8, 🐛 1) - This is a MCP server for Claude Desktop that allows you to interact with SharePoint Online using the SharePoint REST API. It is designed to be used with the Claude Desktop app, but could be used by other MCP clients as well. api rest http git github npm install Zerg00s/server-sharepoint
• toolkit-mcp-server 📘 🏠 (⭐ 11, 🍴 6, 🐛 2) - A Model Context Protocol server providing LLM Agents with system utilities and tools, including IP geolocation, network diagnostics, system monitoring, cryptographic operations, and QR code generation. typescript cryptography developer-tools geolocation llm npm install cyanheads/toolkit-mcp-server
• TorobjoMCP 🐍 🏠 📇 (⭐ 11, 🍴 2) - The Torobjo MCP Server is a powerful implementation of the Model Context Protocol (MCP) for product search and Instagram analysis. It integrates with the Torob API for product searches and extracts captions from Instagram, featuring a modular design for easy use and optimized performance. python mcp server api pip install git+https://github.com/TahaBakhtari/TorobjoMCP
• alex-mcp 🐍 🏠 (⭐ 10) - MCP server for OpenAlex python mcp server database file pip install git+https://github.com/drAbreu/alex-mcp
• creatify-mcp 📘 🏠 📇 (⭐ 10, 🍴 3, 🐛 2) - 🎬 Enterprise-grade MCP Server for Creatify AI - 12 tools for AI video generation: avatar videos, URL-to-video, AI shorts, custom avatars, script generation, advanced lip-sync with emotion control. Complete API coverage with semantic versioning. api http ai git github npm install TSavo/creatify-mcp
• cursor-mcp-trivy 🐍 🏠 (⭐ 10, 🍴 3, 🐛 3) - A Model Context Protocol (MCP) server that provides Trivy security scanning capabilities through a standardized interface. python mcp server pip install git+https://github.com/norbinsh/cursor-mcp-trivy
• github-mcp-server 📘 🏠 📇 (⭐ 10, 🍴 5, 🐛 1) - A Model Context Protocol (MCP) server built in TypeScript that integrates with GitHub's API, enabling AI assistants to manage repositories, issues, pull requests, and code while providing a structured interface for LLM agents to perform GitHub operations. typescript ai-assistant github llm llm-agent npm install cyanheads/github-mcp-server
• argocd-mcp 🐍 🏠 📇 (⭐ 10, 🍴 3) - An MCP (Model Context Protocol) server that integrates with the ArgoCD API, enabling agentic tools to manage ArgoCD through natural language interactions. python mcp server api go pip install git+https://github.com/severity1/argocd-mcp
• k8s-multicluster-mcp 🐍 🏠 📇 (⭐ 10, 🍴 2) - An MCP (Model Context Protocol) server application for Kubernetes operations, providing a standardized API to interact with multiple Kubernetes clusters simultaneously using multiple kubeconfig files. python mcp server api kubernetes pip install git+https://github.com/razvanmacovei/k8s_multicluster_mcp
• macos-screen-mcp 🐍 🏠 (⭐ 10, 🍴 1) - MCP Server to screenshot and control macOS windows (made for Cursor) python mcp server pip install git+https://github.com/jhead/macos-screen-mcp
• mcp-aiven 🐍 🏠 (⭐ 10, 🍴 9, 🐛 5) - Model Context Protocol server for Aiven python server ai http postgres pip install git+https://github.com/Aiven-Open/mcp-aiven
• mcp-codebase-insight 🐍 🏠 (⭐ 10, 🍴 3, 🐛 3) - Python-based python pip install git+https://github.com/tosin2013/mcp-codebase-insight
• mcp-internet-speed-test 🐍 🏠 (⭐ 10, 🍴 5, 🐛 1) - The MCP Internet Speed Test is a specialized Model Context Protocol (MCP) server that enables AI models and agents to perform internet speed measurements. python mcp server ai http pip install git+https://github.com/inventer-dev/mcp-internet-speed-test
• mcp_server 🐍 🏠 📇 (⭐ 10, 🍴 3) - 基于 FastAPI 和 MCP（模型上下文协议），实现 AI 模型与开发环境 之间的标准化上下文交互，提升 AI 应用的可扩展性和可维护性。 python mcp api ai pip install git+https://github.com/freedanfan/mcp_server
• mcp-openvision 🐍 🏠 (⭐ 10, 🍴 3, 🐛 2) - MCP Server using OpenRouter models to get descriptions for images python mcp server pip install git+https://github.com/Nazruden/mcp-openvision
• mcp-reporter 📘 🏠 (⭐ 10, 🍴 1) - mcp-reporter is a streamlined utility that generates comprehensive capability reports for Model Context Protocol servers, empowering developers to easily understand available functionality across their MCP servers ecosystem for both documentation and integration into other tools. typescript agent ai api-documentation developer-tools npm install cyanheads/mcp-reporter
• mcp-server-documentation 🐍 🏠 (⭐ 10, 🍴 2) - 🔍 FastMCP-powered documentation search engine that provides unified access to multiple framework docs (Next.js, Tailwind, Framer Motion, etc.) with intelligent name resolution and async processing. python developer-tools documentation-search documentation-tools duckduckgo pip install git+https://github.com/PicardRaphael/mcp-server-documentation
• mcp-substack 📜 🏠 (⭐ 10, 🍴 7, 🐛 5) - 🤖 MCP Server for Substack integration with Claude AI Desktop. Download and parse Substack posts directly in your Claude conversations. javascript anthropic claude claude-ai mcp npm install michalnaka/mcp-substack
• mcp-this 🐍 🏠 (⭐ 10, 🍴 1) - mcp-this lets you turn any command-line tool into an MCP tool and create structured prompt templates that any MCP Client (e.g. Claude Desktop) can use. er for any command python mcp pip install git+https://github.com/shane-kercheval/mcp-this
• mcp-timeplus 🐍 🏠 (⭐ 10, 🍴 3, 🐛 1) - Execute SQL queries and manage databases seamlessly with Timeplus. Leverage powerful tools to interact with your data, Kafka topics, and Iceberg tables efficiently. Enhance your data workflows with a user-friendly interface and robust backend capabilities. python clickhouse flink iceberg kafka pip install git+https://github.com/jovezhong/mcp-timeplus
• mlflowMCPServer 🐍 🏠 (⭐ 10, 🍴 5, 🐛 2) - mcp server for mlflow python mcp server ml pip install git+https://github.com/iRahulPandey/mlflowMCPServer
• NetworksDB-MCP 🐍 🏠 (⭐ 10, 🍴 3) - Fast MCP integration for NetworksDB API - Query IP addresses, organizations, ASNs, and DNS records using natural language through Model Context Protocol python ai api-wrapper asn-lookup cybersecurity pip install git+https://github.com/MorDavid/NetworksDB-MCP
• pixeltable-mcp-server 🐍 🏠 (⭐ 10, 🍴 4) - A multimodal mcp server python mcp server pip install git+https://github.com/pixeltable/mcp-server-pixeltable
• OutlookMCPServer 🐍 🏠 (⭐ 10, 🍴 3) - MCP Server for use with msgraph calls to mail, calendar, and files python mcp server ai http pip install git+https://github.com/Norcim133/OutlookMCPServer
• reader-mcp-server 🐍 🏠 (⭐ 10, 🍴 3) - Connect your Readwise Reader library to LLMs. python mcp-server llm pip install git+https://github.com/xinthink/reader-mcp-server
• robot-mcp-server 🐍 🏠 (⭐ 10) - mcp server for robot and automations python mcp server pip install git+https://github.com/showkeyjar/robot-mcp-server
• SQL_MCP_Server 🐍 🏠 (⭐ 10, 🍴 5) - SQLGenius is an AI-powered SQL assistant that converts natural language to SQL queries using Vertex AI's Gemini Pro. Built with MCP and Streamlit, it provides an intuitive interface for BigQuery data exploration with real-time visualization and schema management. python gemini-api generative-ai modelcontextprotocol sqlalchemy pip install git+https://github.com/pawankumar94/SQL_MCP_Server
• text-to-cad-mcp 🐍 🏠 (⭐ 10) - gNucleus Text To CAD MCP server python mcp server http ai pip install git+https://github.com/gNucleus/text-to-cad-mcp
• wiki-js-mcp 🐍 🏠 (⭐ 10, 🍴 5) - Model Context Protocol (MCP) server for Wiki.js with hierarchical documentation & Docker setup python mcp server docker documentation pip install git+https://github.com/BehindUAll/wiki-js-mcp
• trino_mcp 🐍 🏠 (⭐ 10, 🍴 5, 🐛 2) - MCP Server for Trino python mcp server pip install git+https://github.com/stinkgen/trino_mcp
• mcp-google-docs 🐍 🏠 📇 (⭐ 10, 🍴 2) - A lightweight MCP Server for integrating Google Docs, Sheets, and Slides with custom applications. Enables seamless document management, real-time collaboration, and API-based automation. python mcp server api ml pip install git+https://github.com/dev-ithitchhiker/mcp-google-docs
• opensearch-mcp-server 🐍 🏠 (⭐ 10, 🍴 5) - OpenSearch MCP Server: Open-source search cluster management component python mcp server pip install git+https://github.com/seohyunjun/opensearch-mcp-server
• unity-mcp-template 🔷 🏠 (⭐ 10, 🍴 3, 🐛 1) - Simple template project for controlling Unity via MCP c# ai mcp mcp-client mcp-server git clone https://github.com/dunward/unity-mcp-template
• ACP-MCP-Server 🐍 🏠 (⭐ 9, 🍴 2) - A bridge server that connects Agent Communication Protocol (ACP) agents with Model Context Protocol (MCP) clients, enabling seamless integration between ACP-based AI agents and MCP-compatible tools like Claude Desktop. python mcp server ai ml pip install git+https://github.com/GongRzhe/ACP-MCP-Server
• hue-mcp 🐍 🏠 (⭐ 9, 🍴 4, 🐛 2) - Python-based python pip install git+https://github.com/ThomasRohde/hue-mcp
• jolokia-mcp-server ☕ 🏠 (⭐ 9, 🍴 2, 🐛 4) - Let LLMs manage your Java application via JMX/Jolokia 🌶️ java ai jmx jolokia mcp git clone https://github.com/jolokia/jolokia-mcp-server
• kakao-bot-mcp-server 🐍 🏠 📇 (⭐ 9, 🍴 2, 🐛 2) - MCP Server Implementation on Kakao Developers API to connect an AI Agent python mcp server api ai pip install git+https://github.com/inspirit941/kakao-bot-mcp-server
• langfuse-mcp 🐍 🏠 (⭐ 9, 🍴 2, 🐛 1) - A Model Context Protocol (MCP) server for Langfuse, enabling AI agents to query Langfuse trace data for enhanced debugging and observability python genai langfuse mcp mcp-server pip install git+https://github.com/avivsinai/langfuse-mcp
• mcp_auto_register 🐍 🏠 (⭐ 9) - Automate the registration of functions and classes from a python package into a FastMCP instance. python mcp pip install git+https://github.com/JoshuaSiraj/mcp_auto_register
• mcp_cube_server 🐍 🏠 (⭐ 9, 🍴 8, 🐛 5) - MCP Server for Interacting with Cube Semantic Layers python mcp server pip install git+https://github.com/isaacwasserman/mcp_cube_server
• mcp-client-langchain-py 🐍 🏠 (⭐ 9, 🍴 3, 🐛 1) - Simple MCP Client CLI Implementation Using LangChain ReAct Agent / Python python langchain langchain-python mcp mcp-client pip install git+https://github.com/hideya/mcp-client-langchain-py
• mcp-demos 🐍 🏠 (⭐ 9, 🍴 1) - 《从原理到实战：掌握 MCP》系列文章的示例代码库 python mcp mcp-server pip install git+https://github.com/jinzcdev/mcp-demos
• abacus-mcp-server 🐍 🏠 (⭐ 9) - ABACUS, an open-source DFT-based simulation platform, is supported by an MCP server that provides a structured communication interface for submitting, managing, and executing tasks. python mcp server pip install git+https://github.com/PhelanShao/abacus-mcp-server
• arrakis-mcp-server 🐍 🏠 (⭐ 9, 🍴 3, 🐛 3) - MCP server for https://github.com/abshkbh/arrakis python mcp server http pip install git+https://github.com/abshkbh/arrakis-mcp-server
• ComfyUI_MCP 🐍 🏠 (⭐ 9, 🍴 2) - CmfyUI_MCP Server is a loosely coupled, extensible, and configuration-driven ModelContextProtocol (MCP) server designed for ComfyUI. python mcp server pip install git+https://github.com/ericwanghp/ComfyUI_MCP
• crypto-news-mcp 🐍 🏠 (⭐ 9, 🍴 5, 🐛 2) - An MCP server that provides real-time cryptocurrency news sourced from NewsData for AI agents. python mcp server ai http pip install git+https://github.com/kukapay/crypto-news-mcp
• defi-yields-mcp 🐍 🏠 (⭐ 9, 🍴 9, 🐛 3) - An MCP server for AI agents to explore DeFi yield opportunities, powered by DefiLlama. python mcp server ai http pip install git+https://github.com/kukapay/defi-yields-mcp
• devdocs-mcp 🐍 🏠 (⭐ 9, 🍴 2, 🐛 1) - An MCP server inspired by devocs.io python mcp server pip install git+https://github.com/llmian-space/devdocs-mcp
• freshservice_mcp 🐍 🏠 (⭐ 9, 🍴 10, 🐛 3) - MCP server created for Freshservice, allowing AI models to interact with Freshservice modules python mcp server ai pip install git+https://github.com/effytech/freshservice_mcp
• fastapi-with-fatmcp-agent 🐍 🏠 📇 (⭐ 9) - A modular application API interface based on FastMCP, integrating a demo of the MCP server, FastAPI interface and LLM Agent processing capabilities | 一个基于FastMCP的模块化应用，集成了MCP服务器、FastAPI接口和LLM Agent 处理能力的 demo python mcp server api llm pip install git+https://github.com/ZhouhaoJiang/fastapi-with-fatmcp-agent
• mcp-codesavant 🐍 🏠 (⭐ 9, 🍴 5) - Code execution and line-editing for Claude Desktop using MCP python mcp pip install git+https://github.com/twolven/mcp-codesavant
• mcp-koii 🐍 🏠 (⭐ 9, 🍴 1, 🐛 2) - MCP Server for Teenage Engineering EP-133 KO-II python ep-133 ko-ii mcp mcp-server pip install git+https://github.com/benjaminr/mcp-koii
• mcp-odoo-for-finance 🐍 🏠 (⭐ 9, 🍴 9, 🐛 1) - Model Context Protocol (MCP) server for Odoo integration for finance, allowing AI agents to access and manipulate Odoo data through a standardized interface. python mcp server ai pip install git+https://github.com/yourtechtribe/model-context-protocol-mcp-odoo
• mcp-server-blog 📘 🏠 (⭐ 9, 🍴 1) - Example of a MCP implementation using TypeScript and OAuth. typescript agents ai mcp mcp-client npm install portal-labs-infrastructure/mcp-server-blog
• mcp-server-fetch 🐍 🏠 (⭐ 9, 🍴 3, 🐛 2) - MCP Server to fetch information from the internet based on URL python mcp server pip install git+https://github.com/MaartenSmeets/mcp-server-fetch
• mcp-server-neurolora-p 🐍 🏠 (⭐ 9, 🍴 3) - MCP server for code collection and documentation python mcp server documentation pip install git+https://github.com/aindreyway/mcp-server-neurolora-p
• mcp-server-zep-cloud 🐍 🏠 (⭐ 9, 🍴 2, 🐛 1) - Python-based python pip install git+https://github.com/kev-hu/mcp-server-zep-cloud
• modelscope-mcp-server 🐍 🏠 (⭐ 9, 🍴 4) - ModelScope's official MCP Server (in active development). python agent aigc fastmcp llm pip install git+https://github.com/modelscope/modelscope-mcp-server
• nmap-mcpserver 🐍 🏠 (⭐ 9, 🍴 5, 🐛 4) - This is a Model Control Protocol (MCP) server that provides access to nmap network scanning functionality. python mcp server pip install git+https://github.com/imjdl/nmap-mcpserver
• pharo-mcp-server 🏠 (⭐ 9, 🍴 1) - Pharo Smalltalk implementation of Anthropic's Model Context Protocol (MCP) server specification. Enables LLMs like Claude to interact with Pharo applications. smalltalk mcp server llm git clone https://github.com/paulwilke/pharo-mcp-server
• tdengine-mcp 🐍 🏠 (⭐ 9, 🍴 1, 🐛 2) - TDengine MCP Server. python mcp server pip install git+https://github.com/Abeautifulsnow/tdengine-mcp
• langchain-mcp-client 🏠 (⭐ 9, 🍴 2, 🐛 1) - 🦜🔗 LangChain Model Context Protocol (MCP) Client jupyter notebook langchain mcp mcp-client mcp-server git clone https://github.com/datalayer/langchain-mcp-client
• mcp-k8s-server 🐍 🏠 (⭐ 9, 🍴 3, 🐛 3) - This is an MCP kubernetes Server. python mcp server kubernetes pip install git+https://github.com/abhijeetka/mcp-k8s-server
• openai-agents-mcp-server 🐍 🏠 (⭐ 9, 🍴 2, 🐛 1) - OpenAI Agents And Tools as MCP Server python agents mcp mcp-server openai-agents pip install git+https://github.com/lroolle/openai-agents-mcp-server
• thingsboard-mcp-server 🐍 🏠 (⭐ 9, 🍴 5) - Thingsboard MCP Server for using Thingsboard Data as context in LLM tools python mcp server llm pip install git+https://github.com/AnyContext-ai/thingsboard-mcp-server
• uniprot-mcp-server 🐍 🏠 (⭐ 9, 🍴 6, 🐛 1) - MCP server for UniProt protein data access python mcp server pip install git+https://github.com/TakumiY235/uniprot-mcp-server
• putio-mcp-server 🐍 🏠 (⭐ 9, 🍴 1, 🐛 1) - MCP server for interacting put.io python bittorrent mcp server http pip install git+https://github.com/putdotio/putio-mcp-server
• python-pip-mcp 🐍 🏠 (⭐ 9, 🍴 3, 🐛 1) - Minimal Example Implementation of a MCP Server / Client with Python and Pip. This example is tested in VSCode and Windows and both server and client are debuggable. python mcp server pip install git+https://github.com/lukeage/python-pip-mcp
• Notion_MCP_advanced 🐍 🏠 📇 (⭐ 9, 🍴 3) - Notion MCP Integration is a lightweight Model Context Protocol (MCP) server that seamlessly integrates with Notion's API to manage a minimalist personal to-do list through Claude. This project provides basic functionality tailored specifically for a simple Notion database structure, enabling efficient task management without unnecessary complexity. python mcp server api database pip install git+https://github.com/Ruijian-Zha/Notion_MCP_advanced
• arXiv-mcp 🐍 🏠 (⭐ 8, 🍴 2, 🐛 1) - arXiv MCP server for fetching and searching papers. python mcp server pip install git+https://github.com/Ray0907/arXiv-mcp
• blockbeats-mcp 🐍 🏠 (⭐ 8, 🍴 5, 🐛 2) - An MCP server that delivers blockchain news and in-depth articles from BlockBeats for AI agents. python mcp server ai http pip install git+https://github.com/kukapay/blockbeats-mcp
• cartesia-mcp 🐍 🏠 (⭐ 8, 🍴 3, 🐛 2) - The official Cartesia MCP Server python mcp server http ai pip install git+https://github.com/cartesia-ai/cartesia-mcp
• ddg-mcp 🐍 🏠 📇 (⭐ 8, 🍴 7, 🐛 5) - DuckDuckGo search API MCP server python mcp server api go pip install git+https://github.com/misanthropic-ai/ddg-mcp
• lichess-mcp 📜 🏠 (⭐ 8, 🍴 4) - A Model Context Protocol (MCP) server that enables Claude Desktop to interact with Lichess chess platform through natural language. Play games, analyze positions, manage your account, and participate in tournaments—all by simply talking to Claude. javascript ai lichess lichess-api mcp npm install karayaman/lichess-mcp
• Fast-Whisper-MCP-Server 🐍 🏠 (⭐ 8, 🍴 3) - A high-performance speech recognition MCP server based on Faster Whisper, providing efficient audio transcription capabilities. python mcp server pip install git+https://github.com/BigUncle/Fast-Whisper-MCP-Server
• MAVLinkMCP 🐍 🏠 (⭐ 8, 🍴 2) - MCP server for LLM to drone communication via MAVLink python mcp server llm pip install git+https://github.com/ion-g-ion/MAVLinkMCP
• MCP_Server 🐍 🏠 (⭐ 8, 🍴 1) - A Simple Implementation of the Model Context Protocol python mcp gemini mcp-server server pip install git+https://github.com/hfhfn/mcp_server
• mcp-agent-tool-adapter 🐍 🏠 (⭐ 8) - Transforms MCP tools into collaborative, reasoning agents using modern agent frameworks. python agents google-adk langchain langgraph pip install git+https://github.com/serkanyasr/mcp-agent-tool-adapter
• mcp-business-central-server 🐍 🏠 (⭐ 8, 🍴 4) - Python-based python pip install git+https://github.com/Sofias-ai/mcp-business-central-server
• mcp-code-checker 🐍 🏠 (⭐ 8, 🍴 3, 🐛 11) - MCP server providing code quality checks (pylint and pytest) with smart LLM-friendly prompts for analysis and fixes. Enables Claude and other AI assistants to analyze your code and suggest improvements. python mcp mcp-server pylint pytest pip install git+https://github.com/MarcusJellinghaus/mcp-code-checker
• mcp-discord-raw 🐍 🏠 📇 (⭐ 8, 🍴 6, 🐛 2) - MCP server for discord bot - adds one tool with raw API access python mcp server api pip install git+https://github.com/hanweg/mcp-discord-raw
• mcp-git-commit-generator 🐍 🏠 (⭐ 8, 🍴 2) - Generate conventional commit messages from your staged git changes using Model Context Protocol (MCP) python mcp pip install git+https://github.com/theoklitosBam7/mcp-git-commit-generator
• MCP-Manager-GUI 🏠 (⭐ 8) - MCP Toggle is a simple GUI tool to help you manage MCP servers across clients seamlessly. ai ai-agent-tools ai-agents electron-app macos git clone https://github.com/gabrielbacha/MCP-Manager-GUI
• mcp-nvd 🐍 🏠 (⭐ 8, 🍴 4, 🐛 2) - An MCP server to query the NIST National Vulnerability Database (NVD) python mcp server database pip install git+https://github.com/marcoeg/mcp-nvd
• mcp-obsidian-index 🐍 🏠 (⭐ 8, 🍴 3, 🐛 2) - MCP server providing sementic search over Obsidian vaults python mcp server pip install git+https://github.com/tcsavage/mcp-obsidian-index
• mcp-server-adfin 🐍 🏠 📇 (⭐ 8, 🍴 6) - A Model Context Protocol Server for connecting with Adfin APIs python server api http aws pip install git+https://github.com/Adfin-Engineering/mcp-server-adfin
• mcp-server-zoom-noauth 🐍 🏠 (⭐ 8, 🍴 2, 🐛 1) - A MCP server for accessing Zoom recordings and transcripts without requiring direct authentication from the end user. python mcp-server oauth2-client zoom-api zoom-meetings pip install git+https://github.com/peakmojo/mcp-server-zoom-noauth
• mcp-vscode-template 🐍 🏠 (⭐ 8, 🍴 7) - MCP server template for VS Code python mcp server pip install git+https://github.com/timsonner/mcp-vscode-template
• mcphub 🐍 🏠 (⭐ 8, 🍴 2) - MCPHub - A cross-platform GUI application to discover, install, and manage Model Context Protocol (MCP) servers. Think of it as apt/pip but for MCP servers. python mcp server pip install git+https://github.com/hemangjoshi37a/mcphub
• owl-mcp 🐍 🏠 (⭐ 8, 🍴 1, 🐛 1) - MCP server for OWL applications python ai mcp model-context-protocol monarchinitiative pip install git+https://github.com/scimcp/owl-mcp
• popular-mcp-servers 🏠 (⭐ 8, 🍴 3, 🐛 2) - A curated list of the most popular Model Context Protocol (MCP) servers based on usage data from Smithery.ai html mcp server ai git clone https://github.com/pedrojaques99/popular-mcp-servers
• py-mcp-collection 🏠 (⭐ 8, 🍴 4, 🐛 5) - Assorted Python MCP Servers html mcp server python git clone https://github.com/strawgate/py-mcp-collection
• PyMCPAutoGUI 🐍 🏠 (⭐ 8, 🍴 3, 🐛 3) - GUI manipulation MCP server python mcp server pip install git+https://github.com/kitfactory/PyMCPAutoGUI
• pypi-query-mcp-server 🐍 🏠 (⭐ 8, 🍴 3, 🐛 12) - A Model Context Protocol (MCP) server for Python package intelligence, providing structured queries for PyPI packages and GitHub repositories. Features include dependency analysis, version tracking, and package metadata retrieval for LLM interactions. python mcp server llm pip install git+https://github.com/loonghao/pypi-query-mcp-server
• root-signals-mcp 🐍 🏠 (⭐ 8, 🍴 4) - MCP for Root Signals Evaluation Platform python agentic-ai evals llm-as-a-judge mcp pip install git+https://github.com/root-signals/root-signals-mcp
• Simple-MCP-Server-with-Python 🐚 🏠 (⭐ 8, 🍴 3, 🐛 1) - The Model Context Protocol (MCP) is a standardized way to supply context to large language models (LLMs). Using the MCP Python SDK, you can build servers that expose data (resources), functionality (tools), and interaction templates (prompts) to LLM applications in a secure and modular fashion. In this tutorial, we’ll build a simple MCP server in P shell mcp server llm python git clone https://github.com/ruslanmv/Simple-MCP-Server-with-Python
• mcp-mma-docs 🐍 🏠 (⭐ 8, 🍴 3) - MCP server for checking Mathematica documentation via local MMA installation python mcp-server mcp server documentation pip install git+https://github.com/benhaotang/mcp-mma-docs
• Trello-Desktop-MCP 📘 🏠 (⭐ 8, 🍴 2, 🐛 3) - Trello integration for Claude Desktop via Model Context Protocol (MCP) - 19 tools for comprehensive board, card, and list management typescript antrophic claude mcp mcp-server npm install kocakli/Trello-Desktop-MCP
• mcp-image-placeholder 🏠 (⭐ 8, 🍴 3, 🐛 3) - A lightweight MCP server for generating placeholder images from multiple providers. html mcp server git clone https://github.com/husniadil/mcp-image-placeholder
• MCP-server-fastapi-containerapp 🐍 🏠 (⭐ 8, 🍴 7) - This repo contains a remote MCP server implemented as a containerapp in Azure python mcp server ai azure pip install git+https://github.com/joelborellis/MCP-server-fastapi-containerapp
• MCPXcode 🐍 🏠 (⭐ 8, 🍴 2) - MCP server for Xcode python mcp server pip install git+https://github.com/everettjf/MCPXcode
• sar-mcp 🐍 🏠 (⭐ 8, 🍴 2) - An MCP Server for accessing the AWS Programatic Service Authorisation Reference python mcp server auth aws pip install git+https://github.com/MitchyBAwesome/sar-mcp
• whattimeisit-mcp 🐍 🏠 (⭐ 8, 🍴 4, 🐛 2) - A lightweight mcp server that tells you exactly what time is it based on your IP. python mcp server pip install git+https://github.com/kukapay/whattimeisit-mcp
• arxiv-paper-mcp 🐍 🏠 (⭐ 7, 🍴 3, 🐛 1) - This project is an arXiv paper retrieval and search service implemented through a custom MCP (Multi-Capability Provider) framework. It provides a server-side implementation to fetch, search, and analyze academic papers from arXiv.org. python mcp server pip install git+https://github.com/daheepk/arxiv-mcp-server
• bio-agents-mcp 🐍 🏠 (⭐ 7, 🍴 4, 🐛 2) - MCP servers for Protein Data Bank, ChemBL, and other life science data (WIP), with Ollama client for local testing. python agents biology chembl-web-client mcp-server pip install git+https://github.com/dogeplusplus/bio-agents-mcp
• crypto-orderbook-mcp 🐍 🏠 (⭐ 7, 🍴 3) - An MCP server that analyzes order book depth and imbalance across major crypto exchanges. python mcp server http git pip install git+https://github.com/kukapay/crypto-orderbook-mcp
• gmail-mcp 🐍 🏠 📇 (⭐ 7, 🍴 5, 🐛 3) - A Gmail MCP server (Python-based) python mcp server ai api pip install git+https://github.com/theposch/gmail-mcp
• kiseki-labs-readwise-mcp 🐍 🏠 (⭐ 7, 🐛 1) - A simple MCP server for Readwise python mcp server pip install git+https://github.com/kiseki-technologies/kiseki-labs-readwise-mcp
• locust-mcp-server 🐍 🏠 (⭐ 7, 🍴 4, 🐛 3) - A Model Context Protocol (MCP) server implementation for running Locust load tests. This server enables seamless integration of Locust load testing capabilities with AI-powered development environments. python locust mcp mcp-server model-context-protocol pip install git+https://github.com/QAInsights/locust-mcp-server
• mcp_travelassistant 🐍 🏠 (⭐ 7, 🍴 2) - A suite of MCP servers that enables an LLM to orchestrate specialized services to generate travel itineraries, find flights and accommodations, discover local events, analyze weather conditions and manage budgets python mcp server llm pip install git+https://github.com/skarlekar/mcp_travelassistant
• mcp-claude-hackernews 📘 🏠 📇 (⭐ 7, 🍴 6, 🐛 2) - An integration that allows Claude Desktop to interact with Hacker News using the Model Context Protocol (MCP). typescript ai anthropic api claude npm install imprvhub/mcp-claude-hackernews
• mcp-feishu-proj 🐍 🏠 (⭐ 7, 🍴 2, 🐛 3) - 基于MCP（Model Context Protocol）协议的飞书项目管理工具 python mcp pip install git+https://github.com/Roland0511/mcp-feishu-proj
• MCP-Mealprep 🐳 🏠 (⭐ 7, 🍴 3) - This project takes a number of MCP servers from GitHub locations, packages them together with this repo's GHCR container, and launches them with docker-compose to run as a stack for ML/AI resources. dockerfile ai docker docker-compose mcp git clone https://github.com/JoshuaRL/MCP-Mealprep
• mcp-pkm-logseq 🐍 🏠 (⭐ 7, 🐛 1) - A fairly customizable MCP server for Logseq python mcp server ai pip install git+https://github.com/ruliana/mcp-pkm-logseq
• mcp-rfc 📘 🏠 (⭐ 7, 🍴 4, 🐛 3) - An MCP server for fetching RFC related information. typescript ai mcp-server rfc rfcs npm install mjpitz/mcp-rfc
• mcp-server-ietf 🐍 🏠 (⭐ 7, 🍴 3, 🐛 2) - A Model Context Protocol server for fetching IETF documents (RFCs) for Large Language Models. python server pip install git+https://github.com/tizee/mcp-server-ietf
• mcpixir 🏠 (⭐ 7) - 🌐 Mcpixir is the open source way to connect any LLM to any MCP server and build custom agents that have tool access, without using closed source or application clients. elixir mcp server llm git clone https://github.com/ramonlimaramos/mcpixir
• north-mcp-python-sdk 🐍 🏠 (⭐ 7, 🐛 4) - An sdk for creating MCP Servers with north python mcp server pip install git+https://github.com/cohere-ai/north-mcp-python-sdk
• Omnispindle 🐍 🏠 (⭐ 7, 🍴 2, 🐛 8) - A comprehensive MCP-based todo management system, that serves as a central nervous system for Madness Interactive, a multi-project task coordination workshop. python ai claude-desktop fastmcp mcp git clone https://github.com/DanEdens/fastmcp-todo-server
• pubnub-mcp-server 📜 🏠 📇 (⭐ 7, 🍴 3, 🐛 3) - PubNub MCP Model Context Protocol Server for use in Cursor, Windsurf, Claude Desktop, Claude Code and OpenAI Codex and more! http git github javascript claude-code npm install stephenlb/pubnub-mcp-server
• qb-time-mcp-server 🐍 🏠 📇 (⭐ 7, 🍴 11, 🐛 4) - A Message Control Protocol (MCP) server that provides unified access to QuickBooks Time API functionality. Developed with AI assistance. python mcp server api ai pip install git+https://github.com/aallsbury/qb-time-mcp-server
• raindrop.io-mcp 🐍 🏠 (⭐ 7, 🍴 2) - An MCP server for Raindrop.io python mcp-server raindrop mcp server pip install git+https://github.com/sachin-philip/raindrop-mcp
• server 📜 🏠 (⭐ 7, 🍴 3) - MCPfinder 🔧🤖 is a service that enables LLMs, running through client applications that support the MCP protocol, to dynamically discover and access new tools, features, and capabilities. When a user requests functionality the AI doesn’t have, it can simply ask MCP Finder to locate relevant MCP servers, expanding its toolset in real time. javascript ai llm mcp modelcontextprotocol npm install mcpfinder/server
• valyu-mcp 🐍 🏠 📇 (⭐ 7, 🍴 3, 🐛 1) - The Valyu MCP Server is a Model Context Protocol (MCP) tool that enables AI models to retrieve high-quality context from Valyu's API, including full search capabilities over Wikipedia, arXiv (great for finance, research, etc.), and web search. python mcp server api web pip install git+https://github.com/valyu-network/valyu-mcp
• vibe-check-mcp 🐍 🏠 (⭐ 7, 🍴 2, 🐛 26) - Stop AI coding disasters before they cost you weeks. Real-time anti-pattern detection for vibe coders who love AI tools but need a safety net to avoid expensive overengineering traps. python ai-coding ai-safety claude claude-ai pip install git+https://github.com/kesslerio/vibe-check-mcp
• crypto-portfolio-mcp 🐍 🏠 (⭐ 7, 🍴 3, 🐛 1) - An MCP server for tracking and managing cryptocurrency portfolio allocations. python mcp server http git pip install git+https://github.com/kukapay/crypto-portfolio-mcp
• doctranslateio-mcp 🐍 🏠 (⭐ 7, 🍴 2) - Python-based python pip install git+https://github.com/thinkprompt/doctranslateio-mcp
• ai-agent-directory 📘 🏠 (⭐ 7, 🍴 3) - A directory of AI Agents and MCP Orchestration open source tools typescript agent ai engineering llm git clone https://github.com/AgentMCP/ai-agent-directory
• jhacksman_OpenSCAD-MCP-Server 🐍 🏠 (⭐ 7, 🍴 2) - Mirror of https://github.com/jhacksman/OpenSCAD-MCP-Server python mcp server http pip install git+https://github.com/MCP-Mirror/jhacksman_OpenSCAD-MCP-Server
• mcp-memory-py 🐍 🏠 (⭐ 7, 🍴 4) - MCP server for enabling memory for Claude through a knowledge graph python mcp server pip install git+https://github.com/edobez/mcp-memory-py
• venv-mcp-server 🐍 🏠 (⭐ 7, 🍴 1) - Stable virtual env management. No hallucinations. python pip install git+https://github.com/sparfenyuk/uv-mcp-server
• wikipedia-mcp 📜 🏠 (⭐ 7) - Wikipedia MCP Server written in TypeScript javascript agent llm mcp typescript npm install timjuenemann/wikipedia-mcp
• wildfly-mcp ☕ 🏠 (⭐ 7, 🍴 10, 🐛 1) - WildFly MCP server and other tooling to integrate WildFly in AI space java ai wildfly mcp server git clone https://github.com/wildfly-extras/wildfly-mcp
• yugabytedb-mcp-server 🐍 🏠 (⭐ 7, 🍴 4, 🐛 1) - MCP Server to interact with data in YugabyteDB python mcp server database http pip install git+https://github.com/yugabyte/yugabytedb-mcp-server
• zerocracy-mcp-server 📘 🏠 (⭐ 7, 🍴 1, 🐛 10) - MCP Server for Zerocracy: add it to Claude Desktop and enjoy vibe-management typescript ai mcp mcp-server vibe-management npm install zerocracy/zerocracy-mcp-server
• mcp-security-sandbox 🐍 🏠 (⭐ 7, 🍴 1, 🐛 1) - MCP Security Playground - Hack with MCP Servers, MCP Clients. Try out different vulnerabilities and abuse LLMs and agents in a UI friendly experimentation lab python agents llm mcp playground pip install git+https://github.com/SirAppSec/mcp-security-sandbox
• mysqldb-mcp-server 🐍 🏠 (⭐ 7, 🍴 3, 🐛 5) - An MCP server implementation that enables Claude AI to interact with MySQL databases. python mcp server database ai pip install git+https://github.com/burakdirin/mysqldb-mcp-server
• nextcloud-mcp-server 🐍 🏠 (⭐ 7, 🍴 2) - A MCP server for reading data from NextCloud python mcp server pip install git+https://github.com/Monadical-SAS/nextcloud-mcp-server
• notification-mcp 📜 🏠 (⭐ 7, 🍴 5, 🐛 1) - A Model Context Protocol server that allows AI agents to play a notification sound via a tool when a task is completed. javascript agent ai llm mcp npm install pinkpixel-dev/notification-mcp
• pagerduty-mcp-server 🐍 🏠 (⭐ 7, 🍴 13, 🐛 4) - PagerDuty MCP Server for LLM Agent Integration python mcp server llm pip install git+https://github.com/wpfleger96/pagerduty-mcp-server
• sqlite-mcp-server 🐍 🏠 (⭐ 7, 🍴 3) - my mcp server to handle sqlite, generated with cursor/claude python mcp server sqlite pip install git+https://github.com/mekanixms/sqlite-mcp-server
• tailpipe-mcp 📘 🏠 (⭐ 7, 🍴 1) - Enable AI assistants to explore and query your Tailpipe data! typescript ai mcp mcp-server tailpipe npm install turbot/tailpipe-mcp
• yunxin-mcp-server 🐍 🏠 📇 (⭐ 7, 🍴 3, 🐛 1) - yunxin-mcp-server (Python-based) python mcp server api http pip install git+https://github.com/netease-im/yunxin-mcp-server
• ai-create-mcp 🐹 🏠 📇 (⭐ 7, 🍴 1) - ai-create-mcp is a Go-based tool that converts OpenAPI Specification (OAS) files into a Model Context Protocol (MCP) program. go ai mcp mcp-server oas3 go install xxlv/ai-create-mcp@latest
• mcp-graphql-tools 📜 🏠 (⭐ 7, 🍴 2, 🐛 1) - GraphQL MCP server for AI assistants javascript ai assitant graphql llm npm install saewoohan/mcp-graphql-tools
• py-mcp-sse 🐍 🏠 (⭐ 7, 🍴 1, 🐛 2) - MCP Client 与 MCP Server基于SSE方式的样例实现（Python版本） python mcp server pip install git+https://github.com/jayliangdl/py-mcp-sse
• mcp-atomictoolkit 🐍 🏠 (⭐ 7, 🍴 2) - An MCP-compatible server providing atomistic simulation capabilities through ASE, pymatgen, etc. python mcp server pip install git+https://github.com/XirtamEsrevni/mcp-atomictoolkit
• mcp-notes 🐍 🏠 (⭐ 7, 🍴 5, 🐛 1) - A Model Context Protocol (MCP) server implementation providing persistent note management created with Python SDK. python mcp server typescript pip install git+https://github.com/truaxki/mcp-notes
• tutorial-mcp-server-dotnet 🔷 🏠 (⭐ 7, 🍴 3) - This is a very basic example of how to create MCP servers in .NET c# csharp cursor dotnet mcp git clone https://github.com/mehrandvd/tutorial-mcp-server-dotnet
• MCP-ChatBot 🐍 🏠 (⭐ 6) - Simple MCP Client-Server example python chatbot fastmcp llm mcp-client pip install git+https://github.com/muralianand12345/MCP-ChatBot
• agents-mcp-usage 🐍 🏠 (⭐ 6, 🐛 1) - Demonstrate Agentic use of Model Context Protocol (MCP) server tools with several Agent Frameworks python adk-python gemini langchain-python langchain-typescript pip install git+https://github.com/kikzi/agents-mcp-usage
• beancount-mcp 🐍 🏠 (⭐ 6, 🍴 1, 🐛 1) - A MCP Server for beancount query and transaction submmit. python mcp server pip install git+https://github.com/StdioA/beancount-mcp
• db-query-mcp 🐍 🏠 (⭐ 6) - db-query-mcp is an MCP tool that enables data querying and export operations across diverse databases. python mcp database pip install git+https://github.com/NewToolAI/db-query-mcp
• funding-rates-mcp 🐍 🏠 (⭐ 6, 🍴 7, 🐛 1) - An MCP server that provides real-time funding rate data across major crypto exchanges. python mcp server http git pip install git+https://github.com/kukapay/funding-rates-mcp
• canvas-lms-mcp 🐍 🏠 (⭐ 6, 🍴 1) - Python-based python http git github pip install git+https://github.com/ahnopologetic/canvas-lms-mcp
• fusion-mcp-server 🐍 🏠 (⭐ 6) - A model context protocol (MCP) server for Autodesk Fusion that provides resources and tools from ADSK to an AI client such as Claude or Cursor. python mcp server ai pip install git+https://github.com/Joe-Spencer/fusion-mcp-server
• Graph-of-Thought-MCP 🐍 🏠 (⭐ 6, 🍴 4) - The Advanced Scientific Research (ASR) Graph of Thoughts (GoT) MCP server is a highly efficient implementation of the Model Context Protocol (MCP) that allows for sophisticated reasoning workflows using graph-based representations. python mcp server go pip install git+https://github.com/SaptaDey/Graph-of-Thought-MCP
• mcp-rocq 🐍 🏠 (⭐ 6, 🍴 3, 🐛 4) - RoCQ (Coq Reasoning Server) python claude coq mcp-server server pip install git+https://github.com/angrysky56/mcp-rocq
• mcp-searxng 🐍 🏠 (⭐ 6, 🍴 4) - About 一個用來讓 AI Agent 可透過 SearXNG 服務來搜尋外部網站內容與資訊的 MCP server 。 python mcp server ai web pip install git+https://github.com/erhwenkuo/mcp-searxng
• mcp-server 🐹 🏠 (⭐ 6, 🍴 1, 🐛 4) - Model Context Protocol implementation that connects your LLM to Firebolt go ai firebolt mcp mcp-server go install firebolt-db/mcp-server@latest
• mcp-server-agenda 🐍 🏠 (⭐ 6, 🍴 3, 🐛 2) - A model context protocol server to interface the agenda note taking software using x-callback-url python server pip install git+https://github.com/alexgoller/mcp-server-agenda
• mcp-server-kalshi 🐍 🏠 (⭐ 6, 🍴 1, 🐛 2) - A MCP server to interact with Kalshi prediction markets python mcp server pip install git+https://github.com/9crusher/mcp-server-kalshi
• mcp-server-ollama 🐍 🏠 (⭐ 6, 🍴 3) - MCP server for connecting Claude Desktop to Ollama LLM server python mcp server llm pip install git+https://github.com/vincentf305/mcp-server-ollama
• mcp-server-unusualwhales 🐍 🏠 📇 (⭐ 6, 🍴 4, 🐛 1) - MCP Server for the Unusual Whales REST API python mcp server api rest pip install git+https://github.com/danwagnerco/mcp-server-unusualwhales
• mcp-server-with-fargate 🐍 🏠 (⭐ 6, 🍴 1) - Running an MCP Server on AWS Fargate on Amazon ECS python mcp server aws pip install git+https://github.com/dgallitelli/mcp-server-with-fargate
• mcp-vsepgt-server 🐍 🏠 (⭐ 6) - MCP сервера для VseGPT python mcp pip install git+https://github.com/janvarev/mcp-vsepgt-server
• mcpo-simple-server 🐍 🏠 📇 (⭐ 6, 🍴 2, 🐛 2) - MCP Calling Servere via SSE and OpenAPI python mcp mcp-server openapi openwebui pip install git+https://github.com/getsimpletool/mcpo-simple-server
• medRxiv-MCP-Server 🐍 🏠 (⭐ 6, 🍴 3, 🐛 5) - 🔍 Enable AI assistants to search and access medRxiv papers through a simple MCP interface. python mcp ai http git pip install git+https://github.com/jackkuo666/medrxiv-mcp-server
• mlb-mcp 🐍 🏠 (⭐ 6, 🍴 2, 🐛 1) - MCP server for advanced baseball analytics (statcast, fangraphs, baseball reference, mlb stats API) with client demo python baseball-analytics baseball-data baseball-statistics fangraphs pip install git+https://github.com/etweisberg/mcp-baseball-stats
• mtg-mcp-servers 🐍 🏠 📇 (⭐ 6, 🍴 3, 🐛 3) - Model Context Protocol (MCP) servers for searching for cards with the Scryfall API, and managing the LLM's decklist and hand when playing python mcp server api llm pip install git+https://github.com/artillect/mtg-mcp-servers
• nacos-mcp-server 🐍 🏠 (⭐ 6, 🍴 3) - Nacos MCP Server (Python-based) python mcp server pip install git+https://github.com/nacos-group/nacos-mcp-server
• postgres-mcp 🐍 🏠 (⭐ 6) - Postgres MCP server (Python-based) python mcp server postgres pip install git+https://github.com/Tibiritabara/postgres-mcp
• simplenote-mcp-server 🐍 🏠 (⭐ 6, 🍴 1, 🐛 3) - MCP Server for Simplenote integration with Claude Desktop python ai backend claude-ai crud pip install git+https://github.com/docdyhr/simplenote-mcp-server
• haris-musa_excel-mcp-server 🐍 🏠 (⭐ 6) - Mirror of https://github.com/haris-musa/excel-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/haris-musa_excel-mcp-server
• journaling-mcp 🐍 🏠 (⭐ 6, 🍴 4) - MCP Server for journaling python mcp server pip install git+https://github.com/mtct/journaling_mcp
• mcp-device-server 🐍 🏠 📇 (⭐ 6, 🍴 1) - A Model Context Protocol (MCP) server for seamless integration with peripheral devices connected to your computer. Control, monitor, and manage hardware devices through a unified API. python mcp server api ml pip install git+https://github.com/akshitsinha/mcp-device-server
• pubmed-mcp 🐍 🏠 (⭐ 6, 🍴 2) - A Model Context Protocol (MCP) server that enables AI assistants to search and analyze PubMed medical literature with advanced filtering, citations, and research tools. mcp server ai python git clone https://github.com/BioContext/PubMed-MCP
• pubmed-search-mcp-server 🐍 🏠 (⭐ 6, 🍴 5) - A Model Content Protocol server that provides tools to search and retrieve academic papers from PubMed database. python server database pip install git+https://github.com/gradusnikov/pubmed-search-mcp-server
• mcp-iceberg-service 🐍 🏠 (⭐ 6, 🍴 1, 🐛 2) - MCP server for interacting with Apache Iceberg catalog from Claude, enabling data lake discovery and metadata search through a LLM prompt. python mcp server llm pip install git+https://github.com/ahodroj/mcp-iceberg-service
• mcp-jira 🐍 🏠 (⭐ 6, 🍴 5, 🐛 4) - JIRA integration server for Model Context Protocol (MCP) - enables LLMs to interact with JIRA tasks and workflows python mcp server llm pip install git+https://github.com/InfinitIQ-Tech/mcp-jira
• memory-mcp 🐍 🏠 (⭐ 6, 🍴 6, 🐛 3) - An mcp server that you can use to store and retrieve ideas, prompt templates, personal preferences to use with you favourite AI tool that supports the modelcontextprovider protocol. python mcp server ai pip install git+https://github.com/drdee/memory-mcp
• azure-mcp-server 🐍 🏠 📇 (⭐ 6) - MCP Server for the Azure DevOps API, enabling project management, repository operations, and more. python mcp server api azure pip install git+https://github.com/ZubeidHendricks/azure-mcp-server
• openapi_mcp_server 🐍 🏠 📇 (⭐ 6, 🍴 1, 🐛 1) - OpenAPI MCP Server (Python-based) python mcp server api pip install git+https://github.com/rahgadda/openapi_mcp_server
• AER-MCP 🐍 🏠 (⭐ 5) - A MCP Server for finding from AEA. python mcp server pip install git+https://github.com/SepineTam/AER-MCP
• ansible-tower-mcp 🐍 🏠 (⭐ 5, 🍴 8, 🐛 3) - MCP Server for Ansible Tower python mcp server pip install git+https://github.com/a37ai/ansible-tower-mcp
• higress-ai-search-mcp-server 🐍 🏠 (⭐ 5, 🍴 4, 🐛 1) - An MCP server enhances AI responses with real-time search results via Higress ai-search. python mcp server ai pip install git+https://github.com/cr7258/higress-ai-search-mcp-server
• bitrefill-mcp-server 📘 🏠 📇 (⭐ 5, 🍴 4, 🐛 3) - A Model Context Protocol Server connector for Bitrefill public API, to enable AI agents to search and shop on Bitrefill. typescript agent ai claude mcp npm install bitrefill/bitrefill-mcp-server
• brasil-api-mcp-server 📘 🏠 📇 (⭐ 5, 🍴 2, 🐛 3) - A Model Context Protocol (MCP) server that provides tools to query BrasilAPI across different clients and LLMs. Enhance your AI apps with rich data from Brasil resources. typescript llm mcp mcp-server server npm install mauricio-cantu/brasil-api-mcp-server
• crypto_exchange_mcp 🐍 🏠 📇 (⭐ 5, 🍴 1, 🐛 1) - MCP server implementation for the cryptocurrency exchange. This package provides a simple interface to interact with Bybit/OKX/Binance public API endpoints. python mcp server api pip install git+https://github.com/sydowma/crypto_exchange_mcp
• crypto-trending-mcp 🐍 🏠 (⭐ 5, 🍴 4, 🐛 1) - An MCP server that tracks and monitors the latest trending tokens on CoinGecko. python mcp server http git pip install git+https://github.com/kukapay/crypto-trending-mcp
• CWM-API-Gateway-MCP 🐍 🏠 📇 (⭐ 5, 🍴 12, 🐛 5) - ConnectWise Manage API Gateway MCP Server for Claude python mcp server api pip install git+https://github.com/jasondsmith72/CWM-API-Gateway-MCP
• devhub-cms-mcp 🐍 🏠 (⭐ 5, 🍴 10, 🐛 3) - DevHub CMS LLM integration through the Model Context Protocol python llm web http git pip install git+https://github.com/devhub/devhub-cms-mcp
• gmail-imap-mcp 🐍 🏠 (⭐ 5, 🍴 3) - Gmail IMAP MCP server for integrating Gmail with Claude and other AI assistants python mcp server ai pip install git+https://github.com/tonykipkemboi/gmail-imap-mcp
• Google_Calendar_MCP 🐍 🏠 📇 (⭐ 5, 🍴 2) - Model Context Protocol (MCP) server that integrates with the Google Calendar API python anthropic anthropic-claude claude google-calendar-api pip install git+https://github.com/rsc1102/Google_Calendar_MCP
• keeper-mcp-golang-docker 🐹 🏠 (⭐ 5, 🐛 2) - Keeper Secrets Manager - MCP (Model Context Protocol) server implementation go ai mcp-server secrets-management mcp go install Keeper-Security/ksm-mcp@latest
• kuaidi100-MCP 🐍 🏠 📇 (⭐ 5, 🍴 2) - 快递100推出了国内首个兼容MCP协议的物流信息服务平台—快递100 MCP Server。 快递100旗下百递云·API开放平台的核心API服务现已全面支持MCP协议。开发者简单配置即可快速接入快递查询、运费预估、智能时效预估（含全程与在途模式）等核心功能。 python mcp server api pip install git+https://github.com/kuaidi100-api/kuaidi100-MCP
• litmus-mcp-server 🐍 🏠 (⭐ 5, 🍴 1, 🐛 2) - Official MCP server for configuring Litmus instances. python industrial mcp mcp-server server pip install git+https://github.com/litmusautomation/litmus-mcp-server
• llm-bridge-mcp 🐍 🏠 (⭐ 5, 🍴 3) - A model-agnostic Message Control Protocol (MCP) server that enables seamless integration with various Large Language Models (LLMs) like GPT, DeepSeek, Claude, and more. python anthropic claude deepssek-r1 llm pip install git+https://github.com/sjquant/llm-bridge-mcp
• mallory-mcp-server 🐍 🏠 (⭐ 5, 🍴 3, 🐛 5) - Mallory - Cyber Threat Intelligence MCP Server python cti cyber cyber-threat-intelligence cybersecurity pip install git+https://github.com/malloryai/mallory-mcp-server
• mcp-code-exec-python 🐍 🏠 (⭐ 5, 🍴 5) - MCP (model context protocol) server for running python code. python mcp server pip install git+https://github.com/heroku/mcp-code-exec-python
• mcp-js-server 📜 🏠 (⭐ 5, 🍴 4, 🐛 3) - An unofficial JavaScript SDK for Model Context Protocol javascript ai mcp stdio npm install davlgd/mcp-js-server
• mcp-Loinc 🐍 🏠 📇 (⭐ 5, 🍴 3) - This project provides a modular Python wrapper for the LOINC API, with an MCP server interface that integrates seamlessly with Claude Desktop for intelligent medical terminology lookup and standardization. python mcp server api ml pip install git+https://github.com/Kryzo/mcp-Loinc
• mcp-server-coreshub 🐍 🏠 (⭐ 5) - mcp server for coreshub: https://coreshub.cn/ python mcp server http pip install git+https://github.com/coreshub/mcp-server-coreshub
• mcp-server-llmling 🐍 🏠 (⭐ 5, 🍴 4, 🐛 1) - MCP (Model context protocol) server with LLMling backend python mcp server ml llm pip install git+https://github.com/phil65/mcp-server-llmling
• mcp-sncf 🐍 🏠 📇 (⭐ 5, 🍴 5, 🐛 4) - This project provides a modular Python wrapper for the SNCF API, with an MCP server interface that integrates seamlessly with Claude Desktop for intelligent journey planning and train information retrieval across France. python mcp server api ai pip install git+https://github.com/Kryzo/mcp-sncf
• openapi-mcp-server 📘 🏠 📇 (⭐ 5, 🐛 8) - This is a skeleton project that you can use as a starting point for building your own MCP server. The example addition function demonstrates how to implement handlers across all three protocols. python mcp server typescript api pip install git+https://github.com/3loc/openapi-mcp-server
• ordiscan-mcp 📘 🏠 (⭐ 5, 🍴 2, 🐛 3) - An MCP server for getting information about Ordinals and Runes on Bitcoin typescript ai bitcoin mcp mcp-server npm install ordiscan/ordiscan-mcp
• pearl_mcp_server 🐍 🏠 📇 (⭐ 5, 🍴 1, 🐛 1) - A Model Context Protocol (MCP) server implementation that exposes Pearl's AI and Expert services through a standardized interface python agentic-ai expert-advisor human-in-the-loop human-verification pip install git+https://github.com/Pearl-com/pearl_mcp_server
• playlist-mcp-server 🐍 🏠 📇 (⭐ 5, 🐛 2) - A Model Context Protocol (MCP) server that enables AI agents to create and manage music playlists through context-aware API endpoints. python mcp server api ai pip install git+https://github.com/m4dd0c/playlist-mcp-server
• prefect-mcp-server 🐍 🏠 📇 (⭐ 5, 🍴 5, 🐛 6) - MCP server for interacting with the Prefect API python mcp server api pip install git+https://github.com/fortunto2/prefect-mcp-server
• ProdE-mcp 🏠 (⭐ 5) - A powerful Model Context Protocol (MCP) server that provides contextual codebase understanding across multiple codebases and AI assistance for your development workflow. mcp server ai http git git clone https://github.com/CuriousBox-AI/ProdE-mcp
• pty-mcp 🐍 🏠 (⭐ 5, 🍴 3) - An MCP tool server that provides a stateful terminal. python mcp server pip install git+https://github.com/qododavid/pty-mcp
• spheron-mcp-plugin 📜 🏠 (⭐ 5, 🍴 2, 🐛 1) - This MCP plugin integrates with the Spheron SDK to provide compute deployment capabilities directly through Claude. javascript ai claude mcp npm install spheronFdn/spheron-mcp-plugin
• system_information_mcp 🐍 🏠 (⭐ 5, 🍴 2, 🐛 1) - DevEnvInfoServer - Cursor MCP Server for Development Environment Information python ai claude cursor cursorai pip install git+https://github.com/carterlasalle/system_information_mcp
• mcp_python_toolbox 🐍 🏠 (⭐ 5, 🍴 5, 🐛 4) - A Model Context Protocol (MCP) server that provides a comprehensive set of tools for Python development python mcp server pip install git+https://github.com/gianlucamazza/mcp_python_toolbox
• mcp-odoo-panda 🐍 🏠 (⭐ 5, 🍴 7, 🐛 2) - Python-based python pip install git+https://github.com/pandeussilvae/mcp-odoo-panda
• Telegram-AI-MCP-Assistant-Bot 🐍 🏠 (⭐ 5, 🍴 2) - Telegram AI Assistant Bot that responds to user messages using multiple MCP Servers python mcp server ai pip install git+https://github.com/shettysaish20/Telegram-AI-MCP-Assistant-Bot
• thegraph-mcp 🐍 🏠 (⭐ 5, 🍴 11, 🐛 4) - An MCP server that powers AI agents with indexed blockchain data from The Graph. python mcp server ai http pip install git+https://github.com/kukapay/thegraph-mcp
• ticktick-mcp 🐍 🏠 📇 (⭐ 5, 🍴 6, 🐛 1) - TickTick MCP for managing your To-Do using AI python mcp ai api http pip install git+https://github.com/ekkyarmandi/ticktick-mcp
• wallet-inspector-mcp 🐍 🏠 (⭐ 5, 🍴 3, 🐛 1) - An MCP server that empowers AI agents to inspect any wallet’s balance and onchain activity across major EVM chains and Solana chain. python mcp server ai http pip install git+https://github.com/kukapay/wallet-inspector-mcp
• zotero_mcp 🐍 🏠 (⭐ 5) - Support connecting zotero via MCP, with custom server and client, without the need for tools like the Claude app, Cursor, etc. python mcp server pip install git+https://github.com/LRriver/zotero_mcp
• fs-mcp-server 🐍 🏠 (⭐ 5, 🍴 1, 🐛 4) - 文件资料查找mcp服务 (Python-based) python mcp pip install git+https://github.com/boleyn/fs-mcp-server
• mcp-bitbucket 🐍 🏠 (⭐ 5, 🍴 7, 🐛 3) - Bitbucket MCP Server Implementation in Python python mcp server pip install git+https://github.com/Kallows/mcp-bitbucket
• MCP-Event 🐍 🏠 (⭐ 5) - A short demonstration of how you can build your own MCP Server! python mcp server pip install git+https://github.com/AI-Maker-Space/MCP-Event
• mcp-firebase 🐍 🏠 (⭐ 5) - Python-based python pip install git+https://github.com/robertodevs/mcp-firebase
• MCP-Prompt-STDIO 🏠 (⭐ 5, 🍴 2) - A prompt to help AI build MCP servers. mcp server ai git clone https://github.com/ChrisRoyse/MCP-Prompt-STDIO
• mcp-server-iris 🐍 🏠 (⭐ 5, 🍴 5, 🐛 3) - InterSystems IRIS MCP server python mcp server pip install git+https://github.com/caretdev/mcp-server-iris
• mcp-upbank 📘 🏠 (⭐ 5) - An MCP server for interacting with your up-bank account, retrieving account balances and transactions. typescript ai financial-data mcp mcp-server npm install sirmews/mcp-upbank
• pancakeswap-poolspy-mcp 🐍 🏠 (⭐ 5, 🍴 4, 🐛 3) - An MCP server that tracks newly created liquidity pools on Pancake Swap python mcp server http git pip install git+https://github.com/kukapay/pancakeswap-poolspy-mcp
• rss-mcp-server 🐍 🏠 📇 (⭐ 5) - supprot fever api + remote python api gradio huggingface huggingface-spaces pip install git+https://github.com/weekend-project-space/rss-mcp-server
• slack-mcp-host 🐍 🏠 (⭐ 5) - MCP Host Server Application for Slack python mcp server pip install git+https://github.com/jexp/slack-mcp-host
• uniswap-poolspy-mcp 🐍 🏠 (⭐ 5, 🍴 5, 🐛 3) - An MCP server that tracks newly created liquidity pools on Uniswap across nine blockchain networks. python mcp server ai http pip install git+https://github.com/kukapay/uniswap-poolspy-mcp
• feishu_mcp_server 🐍 🏠 (⭐ 5, 🍴 2, 🐛 1) - 飞书MCP服务器，用于通过MCP协议向飞书发送消息 python mcp pip install git+https://github.com/Chenzhi-Ana/feishu_mcp_server
• mcp-agent 🐍 🏠 (⭐ 5) - MCP Agent is optimized using the ReWOO pattern, enabling even LLMs with fewer parameters to efficiently utilize MCP Server with minimal token consumption. python mcp server llm pip install git+https://github.com/nervo84/mcp-agent
• mcp-excel-reader-server 🐍 🏠 (⭐ 5, 🍴 6) - A MS excel server based on modelcontextprotocol python claude cline excel llm pip install git+https://github.com/softgridinc-pte-ltd/mcp-excel-reader-server
• mcpez 🏠 (⭐ 5, 🍴 2) - micro unified mcp server html mcp server git clone https://github.com/Veallym0n/mcpez
• mcp-server-restart 🐍 🏠 (⭐ 5, 🍴 3) - Restarts Claude Desktop after mcp-server installation python mcp server rest pip install git+https://github.com/non-dirty/mcp-server-restart
• sengokudaikon_aider-mcp-server 🐍 🏠 (⭐ 5, 🍴 1) - Mirror of https://github.com/sengokudaikon/aider-mcp-server python mcp server ai http pip install git+https://github.com/MCP-Mirror/sengokudaikon_aider-mcp-server
• akshare_mcp 🐍 🏠 (⭐ 4) - AKShare的MCP Server (Python-based) python mcp server pip install git+https://github.com/wukan1986/mcp_akshare
• har-mcp 🐹 🏠 (⭐ 4, 🍴 2) - A MCP server for parsing and analyzing HAR (HTTP Archive) files go ai claude claude-ai cursor go install tjamet/har-mcp@latest
• json-logs-mcp-server 🐍 🏠 (⭐ 4, 🍴 1, 🐛 1) - MCP server for Python JSON logs python json logs mcp mcp-server pip install git+https://github.com/mfreeman451/json-logs-mcp-server
• kvm-mcp 🐍 🏠 (⭐ 4, 🍴 2, 🐛 2) - An MCP server for KVM hypervisors python kvm-hypervisor mcp-server mcp server pip install git+https://github.com/steveydevey/kvm-mcp
• mcp_browser_use 🐍 🏠 📇 (⭐ 4, 🍴 2, 🐛 3) - Web use, browser automation, scraping, and automation with Model Context Protocol (MCP) and Selenium. python mcp api web pip install git+https://github.com/janspoerer/mcp_browser_use
• mcp-congress_gov_server 📘 🏠 (⭐ 4) - This is a Model Context Protocol (MCP) server designed to provide access to the official Congress.gov API (v3) using a hybrid approach. typescript ai claude congress congress-legislators npm install bsmi021/mcp-congress_gov_server
• mcp-docx-server 🐍 🏠 (⭐ 4, 🍴 2) - MCP server to manipulate DOCX file python mcp server pip install git+https://github.com/h4ck4life/mcp-docx-server
• mcp-fredapi 🐍 🏠 📇 (⭐ 4, 🍴 1, 🐛 2) - FRED (Federal Reserve Economic Data) API integration with Model Context Protocol (MCP) python finance fred fred-api llm pip install git+https://github.com/Jaldekoa/mcp-fredapi
• ardupilot-mcp-server-sandbox 🐍 🏠 (⭐ 4, 🍴 1) - ArduPilotドローンを操作するMCPサーバーです。 python mcp pip install git+https://github.com/hfujikawa77/ardupilot-mcp-server-sandbox
• beam-mcp-server 🐍 🏠 (⭐ 4, 🍴 1) - MCP server to manage apache beam workflows with different runners python mcp server pip install git+https://github.com/souravch/beam-mcp-server
• dolphindb-mcp-server 🐍 🏠 (⭐ 4, 🍴 3, 🐛 1) - dolphindb-mcp-server python mcp server database http pip install git+https://github.com/tradercjz/dolphindb-mcp-server
• crypto-rss-mcp 🐍 🏠 (⭐ 4, 🍴 3) - An MCP server that aggregates real-time cryptocurrency news from multiple RSS feeds. http ai git github python pip install git+https://github.com/kukapay/crypto-rss-mcp
• ctvidic_whoop-mcp-server 🐍 🏠 (⭐ 4, 🍴 1) - Mirror of https://github.com/ctvidic/whoop-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/ctvidic_whoop-mcp-server
• curl-mcp 🐍 🏠 (⭐ 4, 🍴 2) - MCP server that translates natural language instructions into curl commands, supporting both English and Spanish http ml git github python pip install git+https://github.com/MartinPSDev/curl-mcp
• celo-mcp 🐍 🏠 (⭐ 4, 🍴 6, 🐛 4) - MCP server that provides AI agents with access to Celo blockchain data and functionality python mcp server ai pip install git+https://github.com/celo-org/celo-mcp
• comfy-ui-mcp-server 🐍 🏠 (⭐ 4, 🍴 5, 🐛 4) - what it says on the tin python pip install git+https://github.com/jonpojonpo/comfy-ui-mcp-server
• mcp-on-cloudrun 🐍 🏠 (⭐ 4) - Deploy and host a remote MCP server on Cloud Run python cloud-run mcp remote-mcp-server server pip install git+https://github.com/jackwotherspoon/mcp-on-cloudrun
• mcp-openapi-proxy 🐍 🏠 📇 (⭐ 4, 🐛 1) - MCP Generator using OpenAPI spec python mcp-server openapi proxy mcp pip install git+https://github.com/electrocucaracha/mcp-openapi-proxy
• ComIDP-MCP-Server 🐍 🏠 (⭐ 4, 🍴 2) - A lightweight MCP (Model Context Protocol) server designed for seamless integrating ComIDP with Claude Desktop. python data-extraction-from-pdf mcp-server mcp server pip install git+https://github.com/ComPDFKit/ComIDP-MCP-Server
• docs-mcp-server 📘 🏠 (⭐ 4, 🐛 4) - A local MCP server for searching official PipeCD docs. python mcp server documentation-tool llms pip install git+https://github.com/vikramdse/docs-mcp-server
• dracor-mcp 🐍 🏠 (⭐ 4, 🍴 2, 🐛 3) - Python-based python pip install git+https://github.com/stijn-meijers/dracor-mcp
• FEA-MCP 🐍 🏠 (⭐ 4, 🍴 4) - FEA AI MCP Server (for LUSAS, ETABS etc) python mcp server ai pip install git+https://github.com/GreatApo/FEA-MCP
• files-db-mcp 🐍 🏠 (⭐ 4, 🍴 1, 🐛 1) - Python-based python pip install git+https://github.com/randomm/files-db-mcp
• mcp-qdrant-openai 🐍 🏠 (⭐ 4, 🍴 3, 🐛 1) - Python-based python pip install git+https://github.com/amansingh0311/mcp-qdrant-openai
• MCP-Server-and-client-Implementation-on-Linux 🐍 🏠 (⭐ 4, 🍴 4, 🐛 3) - MCP Server and client Implementation on Linux (Rather then using Claude Desktop) python mcp server pip install git+https://github.com/scholarly360/MCP-Server-and-client-Implementation-on-Linux
• mcp-server-cvdlt 🐍 🏠 (⭐ 4, 🍴 1) - The repo is based on Model Context procotol of Python SDK, including DL models in CV, and provide the abilities to the LLM or vLLM model python llm pip install git+https://github.com/MRonaldo-gif/mcp-server-cvdlt
• mcp-server-openai 🐍 🏠 (⭐ 4, 🍴 3) - mcp-server-openai with o3-mini support python mcp server ai pip install git+https://github.com/thadius83/mcp-server-openai
• mcp-server-qrcode 📘 🏠 (⭐ 4, 🍴 2, 🐛 10) - Model Context Protocol server for generating QR codes typescript anthropic claude mcp mcp-server npm install jwalsh/mcp-server-qrcode
• mcp-server-requests 🐍 🏠 (⭐ 4, 🍴 1) - Web Content Retrieval (full webpage, filtered content, or Markdown-converted), Custom User-Agent, Multi-HTTP Method Support (GET/POST/PUT/DELETE/PATCH), LLM-Controlled Request Headers, LLM-Accessible Response Headers, and more. python crawler fatch llm mcp pip install git+https://github.com/coucya/mcp-server-requests
• mcp-server-unifi 🐍 🏠 (⭐ 4, 🍴 4, 🐛 1) - mcp-server-unifi (Python-based) python mcp server pip install git+https://github.com/zcking/mcp-server-unifi
• mcp-sse 🐍 🏠 (⭐ 4, 🍴 1, 🐛 3) - 🔌🔄 Simple MCP Server Deployment python anthropic claude container deepseek pip install git+https://github.com/ryaneggz/mcpserve
• mcp-web-snapshot 🐍 🏠 (⭐ 4) - Take snapshot of websites and deliver it to LLM tools. python web llm http git pip install git+https://github.com/gustavo-meilus/mcp-web-snapshot
• Narad-MCP-Server 🐍 🏠 (⭐ 4) - Narad MCP Server integrates GitHub, Email, and WhatsApp agents, allowing seamless communication and task automation through HTTP requests. It supports real-time and offline operations, providing a secure, efficient backend solution for managing multiple services with AI-powered workflows. python mcp server ai ml pip install git+https://github.com/Edge-Explorer/Narad-MCP-Server
• NBER-MCP 🐍 🏠 (⭐ 4) - Here is NBER-MCP, which is made for read NBER paper list easier. python mcp pip install git+https://github.com/sepinetam/nber-mcp
• mcp-server-clickup 🐍 🏠 (⭐ 4, 🍴 2, 🐛 3) - Model Context Protocol (MCP) server implementation for ClickUp integration python mcp server pip install git+https://github.com/noahvanhart/mcp-server-clickup
• mcp-server-deepseek 🐍 🏠 (⭐ 4, 🍴 1) - MCP Server for deepseek integration in Claude desktop python mcp server pip install git+https://github.com/vincentf305/mcp-server-deepseek
• mcp-weather-sse 🐍 🏠 (⭐ 4, 🍴 2, 🐛 1) - Example Model Context Protocol Server use SSE from python's MCP sdk python mcp server pip install git+https://github.com/justjoehere/mcp-weather-sse
• mindm-mcp 🐍 🏠 (⭐ 4, 🍴 4) - MindManager MCP Server for Automation and Integration on Win + macOS python appscript brain macos macro pip install git+https://github.com/robertZaufall/mindm-mcp
• MoviePilot-MCP 🐍 🏠 (⭐ 4, 🍴 2, 🐛 1) - MCP Server for MoviePilot python mcp server pip install git+https://github.com/Pollo3470/MoviePilot-MCP
• mqttx-mcp-sse-server 📜 🏠 (⭐ 4, 🍴 5) - An implementation of the Model-Context Protocol (MCP) that enables MQTT operations over Server-Sent Events (SSE) transport. javascript ai claude cursor emqx npm install ysfscream/mqttx-mcp-sse-server
• multicluster-mcp-server 🐍 🏠 (⭐ 4, 🍴 4, 🐛 2) - The gateway for GenAI systems to interact with open-cluster-management through the MCP python mcp ai http kubernetes pip install git+https://github.com/yanmxa/multicluster-mcp-server
• Pentest-Tools-MCP-Server 🐍 🏠 (⭐ 4) - Pentest-Tools-MCP-Server python mcp server pip install git+https://github.com/ch1nhpd/pentest-tools-mcp-server
• pipelex-mcp 🏠 (⭐ 4, 🐛 3) - MCP server to run Pipelex pipelines makefile genai llm mcp pipelex git clone https://github.com/Pipelex/pipelex-mcp
• RapidAPI-MCP 🐍 🏠 📇 (⭐ 4, 🍴 2, 🐛 3) - MCP Server implementation for RapidAPI Global Patent API integration with SQLite storage python mcp server api sqlite pip install git+https://github.com/myownipgit/RapidAPI-MCP
• redshift-utils-mcp 🐍 🏠 📇 (⭐ 4, 🍴 2) - 🤖 Enable AI assistants (Claude, Cursor) to monitor, diagnose, and query Amazon Redshift using this MCP server and the AWS Data API. api http aws ai git pip install git+https://github.com/vinodismyname/redshift-utils-mcp
• reexpress_mcp_server 🐍 🏠 (⭐ 4) - Reexpress Model-Context-Protocol (MCP) Server python mcp server http ai pip install git+https://github.com/ReexpressAI/reexpress_mcp_server
• snowflake-mcp 🐍 🏠 (⭐ 4, 🍴 2, 🐛 1) - MCP server implementation for Snowflake integration python mcp server pip install git+https://github.com/davidamom/snowflake-mcp
• stock-market-mcp-server 🐍 🏠 📇 (⭐ 4, 🍴 1) - A Machine Conversation Protocol (MCP) server that provides stock market data and analysis tools using the Finnhub API. python mcp server api pip install git+https://github.com/sverze/stock-market-mcp-server
• strava-mcp 🐍 🏠 (⭐ 4, 🍴 3) - An MCP server to interact with Strava python anthropic claude mcp mcp-server pip install git+https://github.com/yorrickjansen/strava-mcp
• trellis_mcp 🐍 🏠 (⭐ 4, 🐛 1) - Model Context Protocol(MCP) for TRELLIS(SOTA text-to-3d/image-to-3d) models python blender image-to-3d mcp mcp-server pip install git+https://github.com/FishWoWater/trellis_mcp
• weather-forecast-server 🐍 🏠 📇 (⭐ 4, 🍴 3) - weather-forecast-server, MCP server, without api key, free. Get weather for cities around the world. 免费天气预报MCP工具。 python mcp-server weather weather-forecast weather-mcp-server pip install git+https://github.com/shibing624/weather-forecast-server
• web-scraping-with-mcp 🏠 📇 (⭐ 4, 🍴 1) - Example MCP server and instructions for connecting Anthropic LLMs to external web scraping tools, with real-world examples and Bright Data integration. anthropic-claude claude mcp scraping-mcp web-scraping git clone https://github.com/luminati-io/web-scraping-mcp
• awesome-devops-mcp-servers 🏠 (⭐ 4, 🍴 1) - MCPServers in the DevOps domain. mcp server ai git clone https://github.com/derisk-ai/awesome-devops-mcp-servers
• edgar-sec-mcp 🐍 🏠 (⭐ 4, 🍴 2) - An MCP Server to get data from EDGAR python mcp server pip install git+https://github.com/flothjl/edgar-sec-mcp
• finance-mcp-server 🐍 🏠 (⭐ 4) - Finance mcp server- Get up-to-date prices and news about stocks and cryptocurrencies python llms mcp mcp-server server pip install git+https://github.com/Otman404/finance-mcp-server
• github_graphql_api_mcp 🐍 🏠 (⭐ 4, 🍴 1) - A Model Control Protocol (MCP) server for exploring the GitHub GraphQL schema and executing optimized queries. Provides AI assistants with efficient GitHub data retrieval capabilities through GraphQL. python github github-api github-tools llm pip install git+https://github.com/wanzunz/github_graphql_api_mcp
• mcp_mlb_statsapi 🐍 🏠 📇 (⭐ 4, 🍴 3, 🐛 1) - This project provides an MCP (Multi-Channel Pipeline) server that acts as a wrapper for the MLB Stats API. It allows you to easily access and process various MLB data points, including schedules, game results, and team information. This server is designed for efficient data retrieval and processing within an MCP framework. python mcp server api ml pip install git+https://github.com/mpizza/mcp_mlb_statsapi
• MCP_Recon 🐍 🏠 (⭐ 4, 🍴 1) - A comprehensive Model Context Protocol (MCP) server for web security reconnaissance and analysis. python mcp server web ai pip install git+https://github.com/sundayz-hunter/MCP_Recon
• mcp-k8s-manager 🐍 🏠 (⭐ 4) - Un MCP server per la gestione di cluster Kubernetes su AKS (Azure Kubernetes Service), utilizzabile da Claude Desktop. Offre strumenti per eseguire comandi kubectl e kubectx direttamente da un'interfaccia conversazionale. python mcp server azure kubernetes pip install git+https://github.com/crtdaniele/mcp-k8s-manager
• mcp-plugin 🏠 (⭐ 4, 🍴 1) - 配合mcp-server-exe使用的插件 html mcp server git clone https://github.com/shadowcz007/mcp-plugin
• mcp-sqlexpress 🐍 🏠 (⭐ 4, 🍴 5, 🐛 4) - MCP server for interacting with SQLExpress python mcp server pip install git+https://github.com/hanweg/mcp-sqlexpress
• Nayshins_mcp-server-ccxt 🐍 🏠 (⭐ 4, 🍴 1) - Mirror of https://github.com/Nayshins/mcp-server-ccxt python mcp server http pip install git+https://github.com/MCP-Mirror/Nayshins_mcp-server-ccxt
• weekly-weather-mcp 🐍 🏠 (⭐ 4, 🍴 3) - Weather MCP server which returns 7 days of detailed weather forecasts anywhere in the world python mcp mcp-server mcp-servers onecallapi pip install git+https://github.com/rossshannon/weekly-weather-mcp
• unifai-mcp-server 🏠 (⭐ 4, 🍴 4) http ai git github git clone https://github.com/unifai-network/unifai-mcp-server
• wireshark_mcp 🐍 🏠 (⭐ 4) - wireshark_mcp (Python-based) python mcp pip install git+https://github.com/waynecui/wireshark_mcp
• wireshark-mcp 🐍 🏠 (⭐ 4) - TShark/Wireshark MCP server for network packet analysis via Claude python mcp server pip install git+https://github.com/A-G-U-P-T-A/wireshark-mcp
• bangla-news-mcp 🐍 🏠 (⭐ 4, 🍴 1, 🐛 2) - A Model Context Protocol (MCP) server that retrieves bangla news to provide context to LLMs. python mcp server llm pip install git+https://github.com/hurutta/bangla-news-mcp
• gemini_mcp 🐍 🏠 (⭐ 4) - Simple chat interface and server for testing Gemini MCP python mcp server testing pip install git+https://github.com/kevingduck/gemini_mcp
• github-actions-mcp 📘 🏠 (⭐ 4) - A GitHub Actions integration powered by the MCP. This server exposes structured tools to manage GitHub issues, pull requests, and repositories through natural language interfaces and autonomous agents. typescript ai artificial-intelligence cicd github-actions npm install devopsier/github-actions-mcp
• kimcp 🐍 🏠 (⭐ 4, 🍴 1) - MCP server enabling LLMs to use Korean APIs (Naver, Kakao, etc.) python claude kakao kakao-api mcp pip install git+https://github.com/zeikar/kimcp
• mcp_calculate_server 🐍 🏠 (⭐ 4, 🍴 2) - MCP Calculate Server python mcp server html pip install git+https://github.com/611711Dark/mcp_calculate_server
• mcp-demo-deepseek 🐍 🏠 📇 (⭐ 4) - Run a MCP client & server demo with DeepSeek API python mcp server api pip install git+https://github.com/Bill-Cai/mcp-demo-deepseek
• mcp-host 🐍 🏠 (⭐ 4) - Python-based python pip install git+https://github.com/chrishayuk/mcp-host
• mcp-server-make 🐍 🏠 (⭐ 4, 🍴 3) - MCP Server for GNU Make python ai-assistant build-system build-tools claude pip install git+https://github.com/wrale/mcp-server-make
• nano-currency-mcp-server 📜 🏠 (⭐ 4, 🍴 2, 🐛 3) - Send Nano currency from AI agents/LLMs javascript agent agents ai ai-agent npm install kilkelly/nano-currency-mcp-server
• neko233-ai-mcp-spine 🏠 (⭐ 4, 🍴 1, 🐛 1) - mcp server for generate spine animation 2D for game. and it work success. mcp server git clone https://github.com/SolarisNeko/neko233-ai-mcp-spine
• oletools-mcp-server 🐍 🏠 (⭐ 4) - Secure MCP server for analyzing Excel files with oletools python mcp server pip install git+https://github.com/pradeep895/oletools-mcp-server
• school-mcp 🐍 🏠 (⭐ 4, 🍴 2, 🐛 2) - A Model Context Protocol (MCP) server for academic tools, integrating with Canvas and Gradescope platforms. python canvas claude gradescope mcp pip install git+https://github.com/54yyyu/school-mcp
• mcp-api 🏠 (⭐ 4) html git clone https://github.com/JoshuaRileyDev/mcp-api
• opendota-mcp-server 🐍 🏠 📇 (⭐ 4, 🍴 6, 🐛 3) - Python-based python api http git github pip install git+https://github.com/asusevski/opendota-mcp-server
• api-market-mcp-server 📘 🏠 📇 (⭐ 3, 🍴 2, 🐛 1) - API Market MCP Servers typescript ai ai-api api api-market npm install Noveum/api-market-mcp-server
• asgardeo-mcp-server 🐹 🏠 (⭐ 3, 🍴 7, 🐛 5) - MCP server to interact with your Asgardeo organization through LLM tools go agents ai llm mcp go install asgardeo/asgardeo-mcp-server@latest
• awesome-mcp-server 🏠 (⭐ 3, 🍴 2) - 🚀 Community-curated MCP servers that power DeployStack's enterprise catalog. Contribute once, deploy everywhere - from solo developers to enterprise teams with zero configuration. ai deploystack mcp mcp-server model-context-protocol git clone https://github.com/deploystackio/awesome-mcp-server
• base64_server 🐍 🏠 (⭐ 3, 🍴 2, 🐛 1) - 🚀 Base64编码解码MCP服务器：支持文本📝和图片🖼️转换，提供工具🛠️、资源和提示模板，完美集成到AI工作流程🤖 python base64 encode mcp mcp-server pip install git+https://github.com/liuyazui/base64_server
• BaseMcpServer 🐍 🏠 (⭐ 3) - A minimal containerized base for MCP servers using the MCP Python SDK python mcp server ai pip install git+https://github.com/dawsonlp/BaseMcpServer
• blocknative-mcp 🐍 🏠 (⭐ 3, 🍴 8, 🐛 2) - An MCP server that provides real-time gas price predictions across multiple blockchains. python mcp server ai http pip install git+https://github.com/kukapay/blocknative-mcp
• cc_token_saver_mcp 🐍 🏠 (⭐ 3, 🍴 1) - Allow Claude code to use local llm for smaller tasks to save token or for specialized task python llm pip install git+https://github.com/csabakecskemeti/cc_token_saver_mcp
• ceph-mcp-server 🐍 🏠 (⭐ 3, 🍴 3, 🐛 1) - Ceph MCP Server (Python-based) python mcp server pip install git+https://github.com/rajmohanram/ceph-mcp-server
• code2flow-mcp-server 🐍 🏠 (⭐ 3, 🍴 2, 🐛 2) - Code2Flow MCP服务器，用于生成代码调用图并通过MCP协议提供服务 python mcp pip install git+https://github.com/kursk-ye/code2flow-mcp-server
• codechecker-mcp 🐍 🏠 (⭐ 3, 🍴 3, 🐛 2) - Cursor code-checker MCP python mcp pip install git+https://github.com/jacklandis29/codechecker-mcp
• cointelegraph-mcp 🐍 🏠 (⭐ 3, 🍴 4, 🐛 3) - An MCP server that provides real-time access to the latest news from Cointelegraph. python mcp server http git pip install git+https://github.com/kukapay/cointelegraph-mcp
• Coreflux-MQTT-MCP-Server 🐍 🏠 (⭐ 3) - Coreflux MQTT MCP Server python mcp server pip install git+https://github.com/CorefluxCommunity/Coreflux-MQTT-MCP-Server
• crypto-whitepapers-mcp 🐍 🏠 (⭐ 3, 🍴 5, 🐛 3) - An MCP server serving as a structured knowledge base of crypto whitepapers. python mcp server http git pip install git+https://github.com/kukapay/crypto-whitepapers-mcp
• dev-kit-mcp-server 🐍 🏠 (⭐ 3, 🍴 4, 🐛 7) - Agent development tool-kit python llm-agents mcp mcp-server server pip install git+https://github.com/DanielAvdar/dev-kit-mcp-server
• haskell-hackage-mcp 🐍 🏠 (⭐ 3, 🍴 2) - An MCP server to give Claude easy access to pulling docs python mcp server pip install git+https://github.com/apenugon/haskell-hackage-mcp
• crypto-liquidations-mcp 🐍 🏠 (⭐ 3, 🍴 5, 🐛 1) - An MCP server that streams real-time cryptocurrency liquidation events from Binance. python mcp server http git pip install git+https://github.com/kukapay/crypto-liquidations-mcp
• devrev-mcp-server 🐍 🏠 (⭐ 3, 🍴 7, 🐛 5) - Python-based python pip install git+https://github.com/kpsunil97/devrev-mcp-server
• dexcom_g7_mcp_server 🐍 🏠 (⭐ 3) - MCP server for getting your blood glucose readings and history using dexcom share python mcp server pip install git+https://github.com/phildougherty/dexcom_g7_mcp_server
• docker_mcp 🐍 🏠 (⭐ 3, 🍴 2, 🐛 2) - MCP Server for docker container creation and code execution python mcp server ai docker pip install git+https://github.com/zaycruz/docker_mcp
• falahgs/MCP-Storybook-Image-Generator 📘 🏠 (⭐ 3, 🍴 2, 🐛 3) - Generates storybook images and matching children's stories using Google's Gemini AI, offering multiple art styles and instant previews. http ai git github
• frida-mcp 🐍 🏠 (⭐ 3, 🍴 1) - frida mcp server for android apk analysis python mcp server pip install git+https://github.com/parktest0325/frida-mcp
• github-mcp-server 🐍 🏠 (⭐ 3, 🍴 3) - This is github search MCP Server python mcp server typescript pip install git+https://github.com/HuangZeLinCute/github-mcp-server
• ibapi-mcp-server 🐍 🏠 📇 (⭐ 3, 🍴 2) - Interactive Brokers API Multi-Client Protocol Server python server api pip install git+https://github.com/karimQuant/ibapi-mcp-server
• imf-data-mcp 🐍 🏠 📇 (⭐ 3, 🍴 4) - This MCP server integrates with the free IMF data API to provide a set of tools and resources for retrieving and processing economic data. It enables users to query datasets, fetch time series data, and list available indicators and countries, making it easier to work with IMF data in a structured and programmatic way. python mcp server api ai pip install git+https://github.com/c-cf/imf-data-mcp
• jap-vocab-anki-mcp-server 🐍 🏠 (⭐ 3, 🍴 1, 🐛 1) - Japanese Vocab Anki MCP Server python agentic-workflow anki-deck anki-flashcards japanese-study pip install git+https://github.com/vionwinnie/jap-vocab-anki-mcp-server
• mcp-imdb 🐍 🏠 (⭐ 3, 🍴 2) - MCP Server for IMDB (Python-based) python mcp server pip install git+https://github.com/clsung/mcp-imdb
• mcp-mtender-server 📘 🏠 📇 (⭐ 3, 🍴 1) - An MCP (Model Context Protocol) server providing access to 🇲🇩 Moldova's public procurement data through the MTender API. Features include searching tenders, accessing tender details, budget information, and funding sources - all following the Open Contracting Data Standard (OCDS). typescript ai js mcp moldova npm install yoda-digital/mcp-mtender-server
• beeper-mcp 🐍 🏠 (⭐ 3, 🍴 3, 🐛 1) - A backend service for executing beeper transactions on Binance Smart Chain python ai http git github pip install git+https://github.com/intentos-labs/beeper-mcp
• cdata-jdbc-mcp-server ☕ 🏠 (⭐ 3) - This read-only MCP Server allows you to connect to external data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp http git github java mcp git clone https://github.com/CDataSoftware/cdata-jdbc-mcp-server
• cisco-nso-mcp-server 🐍 🏠 (⭐ 3, 🍴 1, 🐛 2) - A Model Context Protocol (MCP) server implementation for Cisco NSO that enables AI-powered network automation through natural language interactions. python ai cisco mcp model-context-protocol pip install git+https://github.com/dbono711/cisco-nso-mcp-server
• cloudzero-mcp 🐍 🏠 📇 (⭐ 3, 🍴 4, 🐛 3) - Talk to your cloud data using CloudZero API and Model Context Protocol (MCP) server for LLM tool calling python mcp server api llm pip install git+https://github.com/burkestar/cloudzero-mcp
• jewei-mssql-mcp-server 🐍 🏠 (⭐ 3) - SqlServer（mssql）数据库查询 python server pip install git+https://github.com/jeweis/jewei-mssql-mcp-server
• kaltura-mcp 🐍 🏠 📇 (⭐ 3, 🍴 2, 🐛 1) - Kaltura-MCP server powering agentic AI workflows with Kaltura's API python agentic ai claude kaltura pip install git+https://github.com/zoharbabin/kaltura-mcp
• KIS_MCP_Server 🐍 🏠 (⭐ 3, 🍴 3, 🐛 1) - 한국투자증권 mcp server (Python-based) python mcp server pip install git+https://github.com/migusdn/KIS_MCP_Server
• MCP_InvestmentPortfolio 🐍 🏠 (⭐ 3, 🍴 2, 🐛 3) - MCP Server: Investment Portfolio Management python mcp server pip install git+https://github.com/ikhyunAn/MCP_InvestmentPortfolio
• mcp-censys 🐍 🏠 📇 (⭐ 3, 🍴 2, 🐛 2) - mcp-censys is a MCP server that taps into the Censys Search API for real-time domain, IP, and FQDN reconnaissance python mcp server api ai pip install git+https://github.com/nickpending/mcp-censys
• mcp-notmuch-sendmail 🐍 🏠 (⭐ 3, 🍴 2, 🐛 2) - A model context protocol server that reads mails with notmuch and sends mail with sendmail python server ai pip install git+https://github.com/runekaagaard/mcp-notmuch-sendmail
• mcp-persona-sessions 🐍 🏠 (⭐ 3, 🍴 1) - MCP server for persona-driven AI sessions: practice interviews, conduct guided reflection, and role-play conversations with realistic personas python mcp server ai http pip install git+https://github.com/mattjoyce/mcp-persona-sessions
• mcp-rememberizer-vectordb 🐍 🏠 (⭐ 3, 🍴 1) - Python-based python pip install git+https://github.com/skydeckai/mcp-rememberizer-vectordb
• mcp-server-funasr 🐍 🏠 (⭐ 3) - MCPServer is a Python-based server that leverages Alibaba's FunASR library to provide speech processing services through the FastMCP framework. python mcp-server mcp server pip install git+https://github.com/radial-hks/mcp-server-funasr
• mcp-server-imessage 🐍 🏠 (⭐ 3, 🍴 2) - MCP server for interacting with iMessage on macOS python mcp server pip install git+https://github.com/shirhatti/mcp-server-imessage
• mcp-server-java-sse-http-demo ☕ 🏠 (⭐ 3, 🍴 1) - Java Model Context Protocol SSE HTTP Server with Jetty java agentic-ai ai jetty mcp-server git clone https://github.com/stantonk/mcp-server-java-sse-http-demo
• mcp-server-templates 🐍 🏠 (⭐ 3) - This repository provides a template for setting up Model Context Protocol (MCP) servers for local development. python mcp server pip install git+https://github.com/gupta-ujjwal/mcp-server-templates
• mcp-server-vector-search 🐍 🏠 (⭐ 3, 🐛 1) - MCP Server to improve LLM context through vector search. python knowledge-graph llm mcp neo4j pip install git+https://github.com/miosomos/mcp-server-vector-search
• mdslides-mcp-server 🐍 🏠 (⭐ 3, 🍴 1) - MCP (Model Context Protocol) server for generating HTML slides from Markdown content python mcp server ml http pip install git+https://github.com/bsmnyk/mdslides-mcp-server
• mcp2tavily 🐍 🏠 (⭐ 3, 🍴 6, 🐛 4) - 一个MCP服务器，让你的Claude Cline以及Langchain实现网络搜索功能。An MCP server that allows your Claude Cline and Langchain to implement network search functions. python mcp server ai pip install git+https://github.com/mcp2everything/mcp2tavily
• minimal-mcp-in-nix 🏠 (⭐ 3, 🍴 2) - Creating a barebones MCP server around python (plus uv), encapsulated in a nix flake nix mcp server python git clone https://github.com/mccartykim/minimal-mcp-in-nix
• my-mcp-ssh 🐍 🏠 (⭐ 3) - MCP-based SSH tool for LLMs to interact with remote servers. python mcp server llm pip install git+https://github.com/ffpy/my-mcp-ssh
• openai-deep-research-mcp 📜 🏠 (⭐ 3) - OpenAI Deep Research MCP Server javascript chatgpt deep-research deep-research-agent mcp npm install fbettag/openai-deep-research-mcp
• mcp-simplelocalize 🐍 🏠 (⭐ 3, 🍴 4) - A MCP (Model Context Protocol) server implementation for SimpleLocalize. python mcp simplelocalize server pip install git+https://github.com/GalvinGao/mcp-simplelocalize
• mcp-sports 🐍 🏠 (⭐ 3, 🍴 2) - An MCP server for real-time sports. python mcp server pip install git+https://github.com/michaelfromyeg/mcp-sports
• mcp-sse-client-server-docker 🐍 🏠 (⭐ 3) - A simple implementation of MCP Client/Server architecture with HTTP SSE transport layer, dockerized. python mcp server http docker pip install git+https://github.com/dgallitelli/mcp-sse-client-server-docker
• MCPonFuncOnACA 🏠 (⭐ 3) - MCP server sample travel buddy app hosted on Azure Functions on Azure Container Apps and MCP extension bicep mcp server ai azure git clone https://github.com/raorugan/MCPonFuncOnACA
• NmapMCP 🐍 🏠 (⭐ 3, 🍴 2, 🐛 2) - NmapMCP is a robust integration of the Nmap scanning tool with the Model Context Protocol (MCP), enabling seamless network scanning capabilities within MCP-compatible environments python ai mcp mcp-server nmap pip install git+https://github.com/0xPratikPatil/NmapMCP
• pgsql-mcp-server 🐍 🏠 (⭐ 3, 🍴 1, 🐛 1) - 🔧 A powerful tool server based on the Model Context Protocol (MCP), enabling interaction with PostgreSQL databases via MCP calls. python ai mcp mcp-server pgsql pip install git+https://github.com/twn39/pgsql-mcp-server
• podcrawler-mcp 🐍 🏠 (⭐ 3) - MCP server for podcast discovery through web crawling python mcp server web pip install git+https://github.com/infinitimeless/podcrawler-mcp
• primekg-mcp 🐍 🏠 (⭐ 3, 🍴 2) - MCP Server for PrimeKG dataset python mcp server pip install git+https://github.com/dmigo/primekg-mcp
• rapidocr-mcp 🐍 🏠 📇 (⭐ 3, 🍴 1, 🐛 1) - A MCP server based on RapidOCR, providing an easy-to-use OCR interface. python mcp server api pip install git+https://github.com/z4none/rapidocr-mcp
• sap-mcp 🐍 🏠 📇 (⭐ 3) - An MCP server to retrieve information like Sales Orders from the SAP Graph API Sandbox python mcp server api pip install git+https://github.com/CostingGeek/sap-mcp
• tecton-mcp 🐍 🏠 (⭐ 3) - This MCP (Model Context Protocol) server provides tools to interact with tecton. python mcp server pip install git+https://github.com/tecton-ai/tecton-mcp
• text2sim-MCP-server 🐍 🏠 (⭐ 3, 🍴 3, 🐛 2) - Text2Sim MCP Server is a simulation engine that supports multiple modeling paradigms, including Discrete-Event Simulation (DES) and System Dynamics (SD). It integrates with LLMs using the Model Context Protocol (MCP), enabling powerful simulation capabilities within natural language environments like Claude Desktop. python llm-agent llm-tools mcp-server pysd pip install git+https://github.com/IamCatoBot/text2sim-MCP-server
• monarchmoney-mcp 🐍 🏠 (⭐ 3, 🍴 2) - Python-based python pip install git+https://github.com/richardadonnell/monarchmoney-mcp
• mcp-web-101 🏠 (⭐ 3) - An interactive web tutorial for learning how to build MCP (Model Context Protocol) servers. This educational website provides step-by-step guidance for implementing and understanding MCP servers. ejs ai ia llm mcp git clone https://github.com/opestro/mcp-web-101
• mcpsecurity 🐍 🏠 (⭐ 3, 🍴 2, 🐛 1) - Vulnerable MCP Server python mcp server pip install git+https://github.com/evrenyal/mcpsecurity
• mcts-mcp-server 🐍 🏠 (⭐ 3, 🍴 2, 🐛 3) - Bayesian MCTS Model Context Protocol Server allowing Claude to control Ollama local models for Advanced MCTS and analysis. python ai bayesian claude mcp-server pip install git+https://github.com/angrysky56/mcts-mcp-server
• neo4j-mcp 📘 🏠 (⭐ 3, 🍴 3) - A Cursor MCP (Model Context Protocol) server that enables seamless interaction with Neo4j databases directly from the Cursor IDE. typescript ai cursor mcp server npm install ezedinff/neo4j-mcp
• Nonead-Universal-Robots-MCP 🐍 🏠 (⭐ 3, 🍴 3, 🐛 4) - nUR_MCP_SERVER is an intelligent industrial collaborative robot control middleware system built based on the MCP (Model Control Protocol) interface protocol. It realizes the natural language interactive control of industrial robots by integrating a large language model (LLM). python mcp universal-robots ur urmcp pip install git+https://github.com/nonead/nUR_MCP_SERVER
• selenium-mcp 🐍 🏠 (⭐ 3) - A MCP server for selenium python mcp server pip install git+https://github.com/DouyuShinyruo/selenium-mcp
• todo-txt-mcp 🐍 🏠 (⭐ 3) - 🔗 Model Context Protocol server for todo.txt files - Connect your todo.txt to AI assistants like Claude Desktop python ai ai-assistant artificial-intelligence claude pip install git+https://github.com/danielmeint/todo-txt-mcp
• twitter-mcp 🐍 🏠 📇 (⭐ 3) - Model Context Protocol server for Twitter integration. can be used to perform CRUD like operations using the twitter API in the background python ai claude mcp-server modelcontextprotocol pip install git+https://github.com/Dishant27/twitter-mcp
• usaspending-mcp 🐍 🏠 📇 (⭐ 3, 🍴 1) - mcp server to interact with usaspending.gov api python goose mcp usaspending server pip install git+https://github.com/flothjl/usaspending-mcp
• uv-mcp 🐍 🏠 (⭐ 3, 🍴 2) - MCP server for introspection of python environments python mcp server pip install git+https://github.com/dmclain/uv-mcp
• vikingdb-mcp-server 🐍 🏠 (⭐ 3, 🍴 4, 🐛 4) - a mcp server for vikingdb store and search python mcp server http git pip install git+https://github.com/KashiwaByte/vikingdb-mcp-server
• voice-agent-mcp-server 📜 🏠 (⭐ 3) - A Model Context Protocol (MCP) server that integrates Twilio Voice, Deepgram AI, and OpenAI to create intelligent voice-based HR automation tools. javascript ai deepgram mcp mcp-server npm install prakharbhardwaj/voice-agent-mcp-server
• xrpl-mcp-service 🐍 🏠 (⭐ 3, 🍴 6, 🐛 2) - An MCP server implementation for interacting with the XRP Ledger blockchain python mcp server ai pip install git+https://github.com/tedlikeskix/xrpl-mcp-service
• artemis-mcp-server 🐍 🏠 (⭐ 3) - this is a mcp server for artemis sast tool python mcp server pip install git+https://github.com/zsdlove/artemis-mcp-server
• chrome-mcp-server 🐍 🏠 (⭐ 3, 🍴 1) - MCP server to interact with Chrome python mcp server pip install git+https://github.com/jverre/chrome-mcp-server
• ddg_mcp_server 🐍 🏠 📇 (⭐ 3) - A web search tool and API powered by DuckDuckGo, Gradio, and MCP, providing both a user-friendly web interface and Claude Desktop tool integration. It fetches web search results, extracts summaries, and retrieves the full content of web pages in markdown format. python mcp api web go pip install git+https://github.com/shgsousa/ddg_mcp_server
• elastic-semantic-search-mcp-server 🐍 🏠 (⭐ 3, 🍴 5, 🐛 4) - MCP server to search up-to-date elasticsearch docs python mcp server pip install git+https://github.com/jedrazb/elastic-semantic-search-mcp-server
• fal-ai-mcp-server 🐍 🏠 📇 (⭐ 3, 🍴 1) - An MCP (Model Context Protocol) Server to use the fal.ai APIs to generate images and videos. python generative-ai mcp mcp-server server pip install git+https://github.com/piebro/fal-ai-mcp-server
• mcp_server 🐍 🏠 (⭐ 3, 🍴 1, 🐛 1) - mcp_server (Python-based) python mcp server pip install git+https://github.com/ningwenjie/mcp_server
• mcp-agentic-rag 🐍 🏠 (⭐ 3) - MCP Server for Agentic RAG applications python mcp server pip install git+https://github.com/rukshannet/mcp-agentic-rag
• mcp-dev-server 🐍 🏠 (⭐ 3, 🍴 5, 🐛 3) - Python-based python pip install git+https://github.com/dillip285/mcp-dev-server
• mcp-jira-python 🐍 🏠 (⭐ 3, 🍴 9, 🐛 5) - JIRA MCP Server Implementation in Python python mcp server pip install git+https://github.com/Kallows/mcp-jira-python
• -toast-mcp-server 🐍 🏠 (⭐ 3, 🍴 1, 🐛 5) - A Model Context Protocol (MCP) server with Windows 10 desktop notifications support. It processes notification requests from MCP clients like VSCode Cline and displays customizable desktop notifications using win10toast. python mcp server pip install git+https://github.com/naru-sensei/-toast-mcp-server
• aws-mcp-server 🐍 🏠 (⭐ 3) - MCP (Model context protocol) server to connect MCP client such as Claude Desktop. python aiagent anthropic chatgpt claude-ai pip install git+https://github.com/codewithdpk/aws-mcp-server
• cmd-line-executor-MCP 🐍 🏠 (⭐ 3, 🍴 1) - Experimental MCP server to execute command line commands python mcp server pip install git+https://github.com/MarkusPfundstein/cmd-line-executor-MCP
• comfyui_mcp_server 🐍 🏠 (⭐ 3) - generate_image and other workflows python pip install git+https://github.com/zuojianghua/comfyui_mcp_server
• mcp-context-template 🏠 (⭐ 3) - 🪱 MCP Context Template is a repository designed to centrally manage AI tools (MCP) to reduce context sharing costs and improve development productivity. claude claude-ai claude-code context cursor git clone https://github.com/currenjin/mcp-context-template
• mcp-finance-server-py 🐍 🏠 (⭐ 3, 🐛 1) - A minimal MCP server built with Python that exposes two example tools: one to convert a company name into a stock symbol, and another to fetch financial data from Yahoo Finance. The project focuses on learning how to build and run an MCP server—using a simple financial scenario purely as a demo use case. python mcp server pip install git+https://github.com/esurovtsev/mcp-finance-server-py
• persona-4-golden-mcp-real-time-hacking 🦀 🏠 (⭐ 3) - MCP Rust-based memory hacking tool for "Persona 4 Golden". rust ai hacking llm mcp cargo install --git https://github.com/Rayato159/persona-4-golden-mcp-real-time-hacking
• shopware-mcp 📘 🏠 (⭐ 3, 🍴 1) - TypeScript-based http llm git github typescript npm install dithom/shopware-mcp
• Solana-MCP-Trading-Server 🏠 (⭐ 3, 🍴 3, 🐛 2) - server that shows trending tokens and integrates Grok, xAI image understanding and vision (interpreted as a vision-capable AI), and Claude's computer use capabilities. server ai git clone https://github.com/8bitsats/Solana-MCP-Trading-Server
• mcp-gotify 🐍 🏠 (⭐ 3, 🍴 1) - MCP server for sending gotify notifications python mcp server go pip install git+https://github.com/SecretiveShell/mcp-gotify
• mcp-kusto 🐍 🏠 (⭐ 3, 🍴 2, 🐛 1) - An MCP Server for Azure Kusto python mcp server azure pip install git+https://github.com/ashishroy077/mcp-kusto
• unity-mcp 🔷 🏠 (⭐ 3) - Unity MCP server, providing a bridge between the Unity Editor and external Large Language Models (LLMs) or cloud-based AI agents. c# cursor-ai llm mcp unity git clone https://github.com/NoSpoonLab/unity-mcp
• upstage-mcp-server 🐍 🏠 📇 (⭐ 3) - A Model Context Protocol server for parsing documents using Upstage AI's document digitization API. python server api ai pip install git+https://github.com/PritamPatil2603/upstage-mcp-server
• mcp-sol 🐍 🏠 (⭐ 3, 🍴 4, 🐛 2) - Model Context Protocol for Solana Client python pip install git+https://github.com/tywenk/mcp-sol
• mcpproxy 🐍 🏠 (⭐ 3) - Start any MCP Server remotely using the MCP standard protocol. python mcp server pip install git+https://github.com/jinyalong/mcpproxy
• mochow-mcp-server-python 🐍 🏠 (⭐ 3, 🍴 1, 🐛 1) - Model Context Protocol Server for Mochow python server pip install git+https://github.com/baidu/mochow-mcp-server-python
• mcp-wegene-assistant 🐍 🏠 (⭐ 3, 🍴 4, 🐛 2) - MCP server to analyze your genetic test results from WeGene python mcp server pip install git+https://github.com/xraywu/mcp-wegene-assistant
• MemProcFS-mcp-server 🐍 🏠 (⭐ 3, 🍴 3, 🐛 1) - MemProcFS-mcp-server python mcp mcp-server memprocfs server pip install git+https://github.com/Tokeii0/MemProcFS-mcp-server
• modal-mcp-server 🐍 🏠 (⭐ 3, 🍴 2, 🐛 2) - MCP Server for managing Modal applications python mcp server pip install git+https://github.com/smehmood/modal-mcp-server
• Model-Context-Protocol 🐍 🏠 (⭐ 3, 🍴 1) - MCP implementation code that sets up the server, integrates the LLaMA model for summarization, and serves it via a Flask application. python mcp server git clone https://github.com/Vijayk-213/Model-Context-Protocol
• ollama-chat-with-mcp 🐍 🏠 (⭐ 3, 🍴 1) - This app demonstrates use of MCP server and client in a local model chat via Ollama that incorporates web search via Serper. python mcp ollama serper server pip install git+https://github.com/redbuilding/ollama-chat-with-mcp
• multi-service-mcp-server 🐍 🏠 (⭐ 3, 🍴 2, 🐛 1) - an MCP server for the services I like to use with AI agents, which you should probably fork and modify for your own use. No PRs accepted, this is just for me. Not private because you or a bot might get something out of what you see here. python mcp server ai pip install git+https://github.com/AdamPippert/multi-service-mcp-server
• oceanbase_mcp_server 🐍 🏠 (⭐ 3, 🍴 3) - A Model Context Protocol (MCP) server that enables secure interaction with OceanBase databases. This server allows AI assistants to list tables, read data, and execute SQL queries through a controlled interface, making database exploration and analysis safer and more structured. python mcp server database ai pip install git+https://github.com/yuanoOo/oceanbase_mcp_server
• pubchem-mcp-server 🐍 🏠 (⭐ 3, 🍴 5) - Enables large language models to correctly query molecular databases and generate structure files python database mcp ai pip install git+https://github.com/PhelanShao/pubchem-mcp-server
• shieldmcp 🐍 🏠 (⭐ 3) - A shield for logging, deep debug and sanitization for MCP servers at development stage python mcp server logging pip install git+https://github.com/shieldmcp/shieldmcp
• Terraform-MCP-Server 🐍 🏠 (⭐ 3, 🍴 2) - This project provides an MCP (Model Context Protocol) server that exposes Terraform infrastructure-as-code operations through natural language. It enables LLMs to execute Terraform commands and retrieve information about infrastructure without requiring specific command syntax knowledge. python mcp server llm http pip install git+https://github.com/jashkahar/Terraform-MCP-Server
• ledger-mcp-server 🐍 🏠 (⭐ 3, 🍴 1, 🐛 1) - MCP Server for my ledger python mcp server pip install git+https://github.com/mprokopov/ledger-mcp-server
• mcp_template 🐍 🏠 (⭐ 3, 🍴 5, 🐛 2) - A template for building mcp servers in python python mcp server pip install git+https://github.com/chrisboden/mcp_template
• mcp-excel 🐍 🏠 (⭐ 3, 🍴 3, 🐛 1) - MCP server to give client the ability to read Excel files python mcp server pip install git+https://github.com/algonacci/mcp-excel
• whereami-mcp 🐍 🏠 (⭐ 3, 🍴 3, 🐛 4) - A lightweight mcp server that tells you exactly where you are. python mcp server pip install git+https://github.com/kukapay/whereami-mcp
• mcp-kafka 🐍 🏠 (⭐ 3, 🍴 1) - An MCP server for Apache Kafka & its ecosystem. python mcp server pip install git+https://github.com/brandon-powers/mcp-kafka
• mcp-local-server 🐍 🏠 (⭐ 3, 🍴 2, 🐛 2) - Local Model Context Protocol Server with BirdNet-Pi integration python server pip install git+https://github.com/DMontgomery40/mcp-local-server
• case-chronology-mcp 🐍 🏠 (⭐ 2) - A Model Context Protocol (MCP) server for building and managing chronological timelines of case events. Perfect for legal professionals who need to organize complex case histories. python mcp server pip install git+https://github.com/medelman17/case-chronology-mcp
• clipboard_mcp 🐍 🏠 (⭐ 2) - An MCP server that allows LLM models to save relevant output directly to your system clipboard for immediate use. python mcp server llm pip install git+https://github.com/csabakecskemeti/clipboard_mcp
• codemagic-mcp 🐍 🏠 (⭐ 2) - Codemagic CI/CD MCP Server python mcp server http git pip install git+https://github.com/stefanoamorelli/codemagic-mcp
• elections-canada-mcp-server 🐍 🏠 (⭐ 2) - This Model Context Protocol (MCP) server provides access to Canadian federal election data. The server exposes resources and tools to query and analyze election results by riding, province, and party. python mcp server pip install git+https://github.com/ThreeFortyThree-Canada/elections-canada-mcp-server
• facets-module-mcp 🐍 🏠 (⭐ 2, 🐛 5) - MCP server for Module development python mcp server pip install git+https://github.com/Facets-cloud/facets-module-mcp
• fetch-mcp 📘 🏠 (⭐ 2, 🍴 1) - An MCP server for fetching URLs / Youtube video transcript. typescript anthropic cargo claude context-aware npm install OrionHubScript/fetch-mcp
• file-convert-mcp 🐍 🏠 (⭐ 2) - A Model Context Protocol (MCP) server for converting files between different formats python mcp server pip install git+https://github.com/convertguru/file-convert-mcp
• aemet-mcp 🐍 🏠 📇 (⭐ 2, 🍴 5) - MCP server for check Spanish climate data using AEMET web API python climate-data mcp-server spain mcp pip install git+https://github.com/AnCode666/aemet-mcp
• ai-agent-mcp-servers 🐍 🏠 (⭐ 2, 🐛 1) - AI Agent MCP Servers Provide Tools For ai-agent-workflow of FinTech Project python mcp server ai pip install git+https://github.com/shayne007/ai-agent-mcp-servers
• hf-trending-mcp 🐍 🏠 (⭐ 2, 🍴 2, 🐛 3) - An MCP server that tracks trending AI models, datasets, and spaces on Hugging Face. python mcp server ai pip install git+https://github.com/kukapay/hf-trending-mcp
• homeassistant-mcp-controller 🐍 🏠 (⭐ 2, 🐛 1) - A Home Assistant integration to control various MCP servers including Bookstack, Microsoft 365, and Loki python mcp server pip install git+https://github.com/PKHexxxor/homeassistant-mcp-controller
• JackKuo666_semanticscholar-MCP-Server 🐍 🏠 (⭐ 2) - Mirror of https://github.com/JackKuo666/semanticscholar-MCP-Server python mcp server http pip install git+https://github.com/MCP-Mirror/JackKuo666_semanticscholar-MCP-Server
• jotsu-mcp 🐍 🏠 (⭐ 2) - Workflow engine for executing Model Context Protocol (MCP) workflows. It provides a lightweight runtime for running AI-powered tasks across MCP-compatible servers with built-in support for authentication, resources, and tools. This package powers the Jotsu platform but can also be used independently in any Python environment. python mcp mcp-client mcp-server server pip install git+https://github.com/getjotsu/jotsu-mcp
• kotlin-cyrpto-price-spring-mcp-server-demo 🎯 🏠 (⭐ 2) - Kotlin Spring AI MCP server demo. Getting Cryptocurrency pricing from Binance kotlin mcp server ai git clone https://github.com/gaplo917/kotlin-cyrpto-price-spring-mcp-server-demo
• mathcad-mcp 🐍 🏠 (⭐ 2) - MathCAD MCP Server (Python-based) python mcp server pip install git+https://github.com/hvkshetry/mathcad-mcp
• beatport-mcp-server 🏠 📇 (⭐ 2, 🐛 1) - MCP Server that connects an LLM to the Beatport API rich text format mcp server api llm git clone https://github.com/ivo-toby/beatport-mcp-server
• bitable-mcp 🐍 🏠 (⭐ 2, 🍴 4, 🐛 2) - This MCP server provides access to Lark Bitable through the Model Context Protocol. It allows users to interact with Bitable tables using predefined tools. python bitable mcp mcp-server server pip install git+https://github.com/lloydzhou/bitable-mcp
• cellrank-mcp 🐍 🏠 (⭐ 2) - MCP server for trajectory inference using cellrank python mcp server pip install git+https://github.com/scmcphub/cellrank-mcp
• jira-mcp 📘 🏠 📇 (⭐ 2, 🍴 1, 🐛 15) - MCP server for using the Jira Cloud API http ai git github python pip install git+https://github.com/raj-mehra/jira-mcp
• MathMind-MCP-SERVER 🐍 🏠 (⭐ 2) - MathMind-MCP-SERVER (Python-based) python mcp server pip install git+https://github.com/Runninghcm/MathMind-MCP-SERVER
• Leetcode_Notes_MCP 🐍 🏠 (⭐ 2) - MCP Server to generate Leetcode Notes python mcp server pip install git+https://github.com/Kishan-N/Leetcode_Notes_MCP
• mcp_server_demo 💎 🏠 (⭐ 2) - MCP Server Demo (Ruby-based) python ruby mcp server pip install git+https://github.com/kunalworldwide/mcp_server_demo
• MCP-Agents 🐍 🏠 (⭐ 2, 🍴 1) - MCP Agents is an AI-powered browser automation tool that lets you interact with websites using natural language. Built with Streamlit, OpenAI, and Puppeteer via the Model Context Protocol (MCP), it supports multi-step navigation, interaction, and content extraction—all with simple text commands. python automation browser mcp mcp-client pip install git+https://github.com/CodeWithHarshAI/MCP-Agents
• mcp-agg 🐍 🏠 (⭐ 2, 🍴 1) - Aggregate MCP server python mcp server pip install git+https://github.com/moosh3/mcp-agg
• mcp-ARCknowledge 🐍 🏠 (⭐ 2, 🍴 1, 🐛 2) - MCP - Bridge all your webhook endpoints into 1 unified config python mcp web pip install git+https://github.com/dragonjump/mcp-arcknowledge
• mcp-github-cli 🐍 🏠 (⭐ 2, 🍴 1, 🐛 1) - a MCP server for github using the GH cli under the covers python mcp server pip install git+https://github.com/michaelneale/mcp-github-cli
• mcp-security 🐍 🏠 (⭐ 2, 🍴 1, 🐛 1) - A standardized security evaluation framework for MCP servers, including assessment templates and an automated vulnerability scanner. This registry helps developers identify secure implementations for AI applications and promotes best practices across the MCP ecosystem. python mcp server ai pip install git+https://github.com/everychart/mcp-security
• mcp-server-newrelic 🐍 🏠 (⭐ 2, 🍴 5) - The Unofficial MCP Server for New Relic python agentic-ai ai aiops mcp pip install git+https://github.com/ulucaydin/mcp-server-newrelic
• mcp-servers 🐹 🏠 (⭐ 2, 🍴 1) - Production-ready Model Context Protocol (MCP) servers in Python, Go, and Rust for VS Code integration. Enables AI systems to interact with tools via standardized interfaces. go ai-agent-tools ai-agents ai-agents-framework anthropic-claude go install gunbun33/mcp-servers@latest
• mcp-server-database-jdbc ☕ 🏠 (⭐ 2, 🍴 1) - A MCP (model context protocol) server that gives the LLM access to and knowledge about databases java ai langchain4j mcp spring git clone https://github.com/delei/mcp-server-database-jdbc
• mcp-server-for-copilot 🐍 🏠 (⭐ 2) - MCP server wrapper for the agents built using MSFT Copilot studio http ai ml git github pip install git+https://github.com/CrewAakash/mcp-server-for-copilot
• mcp-servers-client-langgraph-react-agent 🐍 🏠 (⭐ 2, 🍴 2) - Multi MCP Server and client w/ LangGraph Prebuilt ReAct Agent python mcp server react pip install git+https://github.com/ahmedmusawir/mcp-servers-client-langgraph-react-agent
• mcp-ShellGateway 🐍 🏠 (⭐ 2) - A secure Model Context Protocol (MCP) server that provides Linux shell command execution capabilities for Claude Desktop python mcp server pip install git+https://github.com/Frost26/mcp-linux-shell-server
• mcp-sql-server-natural-lang 🐍 🏠 (⭐ 2, 🍴 1, 🐛 1) - A Model Context Protocol (MCP) implementation enabling communication between an LLM and SQL Server. Allows users to query SQL databases using natural language and get structured SQL responses. python mcp server database llm pip install git+https://github.com/Amanp17/mcp-sql-server-natural-lang
• mcpserve 🐍 🏠 (⭐ 2, 🍴 1) - Simple MCP Server w/ Shell Exec. Connect to Local via Ngrok, or Host Ubuntu24 Container via Docker python anthropic container deepseek docker pip install git+https://github.com/mark-oori/mcpserve
• mcpware 🐍 🏠 (⭐ 2) - Gateway MCP Server - Routes tool calls to MCP backends python agent ai docker gateway pip install git+https://github.com/delexw/mcpware
• mqtt-mcp 🐍 🏠 (⭐ 2, 🍴 2) - A Model Context Protocol (MCP) server for MQTT. python mcp mcp-server mqtt server pip install git+https://github.com/ezhuk/mqtt-mcp
• chainlist-mcp 🐍 🏠 (⭐ 2, 🍴 2) - An MCP server that gives AI agents fast access to verified EVM chain information, including RPC URLs, chain IDs, explorers, and native tokens. python mcp server ai http pip install git+https://github.com/kukapay/chainlist-mcp
• ChatApp-AI-Agent-MCP-Server-PostgreSQL 🐍 🏠 (⭐ 2, 🍴 1) - Web Chat App which uses Azure AI Agent to connect to PostgreSQL using MCP-Server python mcp server web ai pip install git+https://github.com/Shailender-Youtube/ChatApp-AI-Agent-MCP-Server-PostgreSQL
• chesspal-mcp-engine 🐍 🏠 (⭐ 2, 🍴 1, 🐛 1) - A chess engine MCP server powered by Stockfish python mcp server pip install git+https://github.com/wilson-urdaneta/dylangames-mcp-chess-engine
• cleanuri-url-shortener-mcp 🐍 🏠 (⭐ 2, 🍴 4, 🐛 1) - This MCP server will return the shortened URL using cleanuri. python mcp server pip install git+https://github.com/Talismanic/cleanuri-url-shortener-mcp
• files-mcp 🐍 🏠 (⭐ 2) - Files.com MCP allows your AI model, like ChatGPT or Claude, to use Files.com directly. Want to move files, copy files, or perform real File Transfer in the Cloud and to/from on-premise servers via AI? You're in the right place. python mcp server ai pip install git+https://github.com/Files-com/files-mcp
• fujitsu-sdt-mcp 🐍 🏠 📇 (⭐ 2, 🍴 2) - MCP-enabled server for natural language interaction with Fujitsu's Social Digital Twin API. Execute economic and social simulations directly from LLMs and verify effects before real-world implementation python mcp-server mcp server api pip install git+https://github.com/3a3/fujitsu-sdt-mcp
• createveai-nexus-server 🐍 🏠 📇 (⭐ 2, 🍴 5, 🐛 1) - Createve.AI Nexus Server: MCP and API bridge for ComfyUI-node compatible LLM and agent use python mcp server api ai pip install git+https://github.com/spgoodman/createveai-nexus-server
• datalayer_jupyter-mcp-server 🐍 🏠 (⭐ 2, 🍴 2, 🐛 1) - Mirror of https://github.com/datalayer/jupyter-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/datalayer_jupyter-mcp-server
• flock-mcp 🐍 🏠 (⭐ 2) - Flock MCP Servers and Tools python mcp server pip install git+https://github.com/whiteducksoftware/flock-mcp
• google-sheets-mcp-server 🐍 🏠 (⭐ 2, 🍴 7) - A Model Context Protocol (MCP) server implementation for Google Sheets python mcp server go pip install git+https://github.com/amaboh/google-sheets-mcp-server
• aider-mcp-upgraded 🐍 🏠 (⭐ 2, 🐛 1) - Aider-MCP-Upgraded is a production-grade multi-agent AI coding system that combines Desktop Commander (DC) investigation capabilities with Aider's implementation power. Features 70%+ token reduction, modular architecture, and intelligent workflow automation through strategic agent coordination. python mcp ai pip install git+https://github.com/jacv888/aider-mcp-upgraded
• airtable-mcp-config 🐚 🏠 (⭐ 2, 🍴 1) - Airtable MCP server configuration and documentation shell mcp server ai documentation git clone https://github.com/AliMHJR/airtable-mcp-config
• Apple-Shortcuts-MCP 🐍 🏠 (⭐ 2) - Extend Claude's capabilities using MCP and MacOS Shortcuts python apple gemini mcp mcp-server pip install git+https://github.com/as2811-project/Apple-Shortcuts-MCP
• asset-price-mcp 📜 🏠 (⭐ 2, 🍴 2, 🐛 2) - Asset Price MCP Server javascript ai llm mcp server npm install mk965/asset-price-mcp
• awesome-mcps 📘 🏠 (⭐ 2) - An awesome collection of Model Context Protocol (MCP) tools typescript ai-agent llm mcp mcp-server npm install kewin1807/awesome-mcps
• big-brother-mcp 🐍 🏠 (⭐ 2) - A Model Context Protocol (MCP) server designed as a honeypot to catch AI systems that automatically try to report users to law enforcement agencies. python mcp server ai pip install git+https://github.com/angrypenguinpng/big-brother-mcp
• china-weather-mcp-server 🐍 🏠 (⭐ 2, 🍴 1) - MCP server to query weather in Chinese cities python mcp server pip install git+https://github.com/DLYZZT/china-weather-mcp-server
• clickhouse-mcp-server 🐍 🏠 (⭐ 2, 🍴 5, 🐛 1) - An MCP server implementation that enables Claude AI to interact with Clickhouse databases. python mcp server database ai pip install git+https://github.com/burakdirin/clickhouse-mcp-server
• CooKey-Monster_EbayMcpServer 🐍 🏠 (⭐ 2, 🍴 1) - Mirror of https://github.com/CooKey-Monster/EbayMcpServer python mcp server http pip install git+https://github.com/MCP-Mirror/CooKey-Monster_EbayMcpServer
• DocReaderMCP 🐍 🏠 (⭐ 2) - An MCP server that can read online documents to solve problems accordingly! python mcp server pip install git+https://github.com/NetMindAI-Open/DocReaderMCP
• excel2json-mcp-server 🐍 🏠 (⭐ 2) - MCP server for converting Excel files to JSON format with support for merged cells and Chinese characters python mcp server json pip install git+https://github.com/v587d/excel2json-mcp-server
• MCP-Elevenlab-Scribe-ASR 🐍 🏠 📇 (⭐ 2, 🍴 2) - Model Control Protocol (MCP) server for ElevenLabs Scribe ASR API python mcp server api pip install git+https://github.com/aromanstatue/MCP-Elevenlab-Scribe-ASR
• mcp-hub 🐍 🏠 (⭐ 2, 🐛 4) - MCP Hub is a comprehensive framework for building, managing, and deploying Model Context Protocol (MCP) clients and servers. It provides tools and configurations to enable seamless integration and execution of end-to-end MCP workflows. python llm llmapps mcp mcp-client pip install git+https://github.com/reddy-sh/mcp-hub
• mcp-live-events 🐍 🏠 (⭐ 2, 🍴 6, 🐛 4) - MCP Server for interacting with live music events python mcp server pip install git+https://github.com/mmmaaatttttt/mcp-live-events
• mcp-luno 🐍 🏠 (⭐ 2) - mcp server for luno (Python-based) python mcp server pip install git+https://github.com/amanasmuei/mcp-luno
• illumio-mcp-server 🐍 🏠 (⭐ 2, 🍴 7, 🐛 2) - The first MCP server for cybersecurity python mcp server pip install git+https://github.com/alexgoller/illumio-mcp-server
• k8s-mcp-server 🐍 🏠 (⭐ 2) - K8s MCP Server (Python-based) python k8s-mcp-server kubernetes-mcp kubernetes-mcp-server mcp-server pip install git+https://github.com/chinnareddy578/k8s-mcp-server
• mcp-openmetadata 🐍 🏠 (⭐ 2, 🍴 2) - mcp-openmetadata (Python-based) python mcp pip install git+https://github.com/pfldy2850/mcp-openmetadata
• Notetaker-MCP-Server 🐍 🏠 (⭐ 2) - MCP server with tools for manipulating notes and support for Claude desktop python mcp server pip install git+https://github.com/Dr-Aniekan-Udo/Notetaker-MCP-Server
• onvif-mcp 🐍 🏠 (⭐ 2) - 基于ONVIF协议的设备控制MCP (Python-based) python mcp pip install git+https://github.com/qianlima365/onvif-mcp
• pokemon-mcp 🐍 🏠 (⭐ 2) - MCP server for pokemon information python mcp server pip install git+https://github.com/Zenith-Mind/pokemon-mcp
• police-uk-api-mcp-server 📜 🏠 (⭐ 2, 🍴 2, 🐛 2) - official MCP TypeScript SDK server providing tools to access and interact with the police.uk API, offering data on crimes, police forces, neighbourhoods, and stop-and-search incidents. javascript claude crime-data fastmcp mcp-server npm install dwain-barnes/police-uk-api-mcp-server
• prometeo-mcp 🐍 🏠 📇 (⭐ 2, 🍴 3, 🐛 1) - A MCP Server for Prometeo API python beta mcp mcp-server server pip install git+https://github.com/prometeoapi/prometeo-mcp
• pymcp-sse 🐍 🏠 (⭐ 2) - Asynchronous Python library for building Model Context Protocol (MCP) servers and clients over HTTP/SSE, ideal for AI agents, tool integrations, and chatbot ecosystems. python mcp server ai http pip install git+https://github.com/rvirgilli/pymcp-sse
• polarsteps-mcp 🐍 🏠 📇 (⭐ 2, 🍴 1, 🐛 1) - An unofficial Polarsteps MCP Server enabling models to interact with the Polarsteps API python mcp-server mcp server api pip install git+https://github.com/remuzel/polarsteps-mcp
• python-base-mcp-server 🐍 🏠 (⭐ 2, 🍴 1) - A cookiecutter template for quickly bootstrapping a Python-based MCP server. python cookiecutter-template mcp-server mcp server pip install git+https://github.com/tjmaynes/python-base-mcp-server
• reaper-daw-mcp-server 🐍 🏠 (⭐ 2) - AI Music Co-Producer for REAPER DAW python ai pip install git+https://github.com/Aavishkar-Kolte/reaper-daw-mcp-server
• search-engine-with-rag-and-mcp 🐍 🏠 (⭐ 2, 🍴 2, 🐛 2) - MCP Server supported search engine python mcp server pip install git+https://github.com/arkeodev/search-engine-with-rag-and-mcp
• spotify-mcp 🐍 🏠 (⭐ 2, 🍴 1) - Spotify Model Context Protocol server for creating playlists http ml git github python pip install git+https://github.com/belljustin/spotify-mcp
• StockSense_MCP_Server 🐍 🏠 📇 (⭐ 2, 🍴 1) - A real-time stock market insights platform powered by an MCP server that aggregates news, sentiment, trends, and research from multiple sources using scraping tools and LLMs helping investors make informed, actionable decisions with a comprehensive view of stock performance and market movement. python mcp server api llm pip install git+https://github.com/danula-rathnayaka/StockSense_MCP_Server
• sse-mcp-and-langchain-client-example 🐍 🏠 📇 (⭐ 2, 🍴 1) - Example project demonstrating how to expose FastAPI endpoints as Model Context Protocol (MCP) tools using fastapi-mcp. Includes a basic LangChain agent (langchain_client.py) that connects to the local FastAPI server via HTTP/SSE using langchain-mcp-adapters to discover and use the exposed tools. python mcp server api ai pip install git+https://github.com/SDCalvo/sse-mcp-and-langchain-client-example
• swemo-mcp 🐍 🏠 (⭐ 2, 🐛 5) - An MCP Server for Riksbank data (monetary policy, SWEA, SWESTR) python mcp server pip install git+https://github.com/aerugo/riksbank-mcp
• tm1mcp 🐍 🏠 (⭐ 2) - MCP server for TM1 (Python-based) python mcp server pip install git+https://github.com/andreyea/tm1mcp
• todoist-mcp-python 🐍 🏠 (⭐ 2, 🍴 5, 🐛 3) - MCP Server for Todoist in Python python mcp server pip install git+https://github.com/Johnxjp/todoist-mcp-python
• tool-gating-mcp 🐍 🏠 (⭐ 2, 🍴 3) - Implements a tool gating and discovery system to preserve LLM context and focus while having access to many MCP servers python mcp server llm pip install git+https://github.com/ajbmachon/tool-gating-mcp
• ton-mcp 📘 🏠 (⭐ 2, 🍴 1, 🐛 1) - This MCP Server allows you to interact with the TON Blockchain typescript ai claude-ai mcp mcp-server npm install kriuchkov/ton-mcp
• twolven_mcp-server-puppeteer-py 🐍 🏠 (⭐ 2, 🍴 1) - Mirror of https://github.com/twolven/mcp-server-puppeteer-py python mcp server http pip install git+https://github.com/MCP-Mirror/twolven_mcp-server-puppeteer-py
• unifi-mcp-server 🐍 🏠 (⭐ 2, 🍴 2) - An MCP Server for interacting with Unifi networks. python mcp server pip install git+https://github.com/mikecutalo/unifi-mcp-server
• upstox-mcp-server 🐍 🏠 📇 (⭐ 2, 🍴 2) - MCP Server for interacting with Upstox APIs python mcp server api pip install git+https://github.com/adibhattar95/upstox-mcp-server
• yisu201506_mcp_server 🐍 🏠 (⭐ 2, 🍴 2) - Mirror of https://github.com/yisu201506/mcp_server python mcp server http pip install git+https://github.com/MCP-Mirror/yisu201506_mcp_server
• safe-mcp-manager 🏠 (⭐ 2) - SafeMCP is an MCP tooling manager with simplicity and safety built in for your AI tools and Agents. ai ai-tools claude cursor mcp git clone https://github.com/openshieldai/safe-mcp-manager
• zionfhe_mcp_server_test 🐍 🏠 (⭐ 2) - mcp server based on the new homomorphic encryption technology "ZionFHE" python ai fhe safety mcp pip install git+https://github.com/joyecai/zionfhe_mcp_server_test
• leave_manager_mcp 🐍 🏠 📇 (⭐ 2, 🍴 1) - A minimal MCP server providing a structured API for a simple leave management system. python mcp server api pip install git+https://github.com/Jay-Vala/leave_manager_mcp
• mcp-openai-image-generation 🐍 🏠 (⭐ 2, 🍴 1, 🐛 1) - MCP Server for openai image generation python image-generation mcp openai server pip install git+https://github.com/ai-zerolab/mcp-openai-image-generation
• mcp-search-analytics 🐍 🏠 (⭐ 2) - MCP server for GA and GSC data analysis python mcp server pip install git+https://github.com/dexter480/mcp-search-analytics
• mcp-vulnerabilities 🐍 🏠 (⭐ 2, 🍴 1, 🐛 1) - An exploration of common MCP server vulnerabilities, along with a deep dive into MCP server prompt injection (+demonstrations for each!). python mcp server pip install git+https://github.com/Tomby68/mcp-vulnerabilities
• mcp-server 📜 🏠 (⭐ 2, 🍴 1) - A Proof of Concept for a MCP Server that lets LLM connect with BayernCloud Tourismus python mcp server javascript llm pip install git+https://github.com/SaanidhyaM/mcp-server
• mcpcfc 🏠 (⭐ 2, 🍴 1) - A Remote Model Context Protocol (MCP) server for ColdFusion, enabling CFML applications to connect with Claude and other AI assistants. coldfusion coldfusion-mcp-ai-claude-anthropic mcp server ai git clone https://github.com/revsmoke/mcpcfc
• Model-Context-Protocol-MCP-Demo-with-langchain-MCP-ADAPTERS-Ollama 🐍 🏠 (⭐ 2) - Demo of implementation of MCP using Langchain MCP Adapters and Ollama python generative-ai langchain-python mcp mcp-server pip install git+https://github.com/Ginga1402/Model-Context-Protocol-MCP-Demo-with-langchain-MCP-ADAPTERS-Ollama
• MCP-Server 🐍 🏠 (⭐ 2, 🍴 1, 🐛 1) - Lightweight programs that each expose specific capabilities through the standardized Model Context Protocol python pip install git+https://github.com/akramsheriff5/MCP-Server
• mcp-server-sample 🐍 🏠 (⭐ 2) - MCP Server Sample (Python-based) python mcp server pip install git+https://github.com/antonioscapellato/mcp-server-sample
• mongodb-mcp-bridge 🐍 🏠 (⭐ 2) - A powerful Model Context Protocol (MCP) server implementation for MongoDB integration python mcp server mongodb go pip install git+https://github.com/syedasad-kiwi/mongodb-mcp-bridge
• notehub_mcp_server 🐍 🏠 📇 (⭐ 2) - MCP Server Implementation of the Blues Notehub API python mcp server api pip install git+https://github.com/blues/notehub_mcp_server
• numpy-mcp 🐍 🏠 (⭐ 2, 🍴 2, 🐛 2) - A Model Context Protocol (MCP) server for numerical computations with NumPy python ai anthropic claude mcp pip install git+https://github.com/colesmcintosh/numpy-mcp
• ollama-mcp-chat 🐍 🏠 (⭐ 2, 🍴 1) - Ollama MCP Chat is a desktop chatbot application that integrates Ollama's local LLM models with MCP (Model Context Protocol) servers python mcp server llm pip install git+https://github.com/godstale/ollama-mcp-chat
• onesignal-mcp 🐍 🏠 📇 (⭐ 2, 🍴 3, 🐛 2) - A Model Context Protocol (MCP) server for interacting with the OneSignal API python mcp server api pip install git+https://github.com/WeirdBrains/onesignal-mcp
• Saqr-MCP 🐍 🏠 (⭐ 2) - Saqr-MCP is a powerful Python application that implements the Model Context Protocol (MCP) to enable advanced AI assistant capabilities. It supports both local models through Ollama and cloud models through Groq, providing a flexible client-server architecture python mcp server ai pip install git+https://github.com/ahmedhassan456/Saqr-MCP
• scenext-mcp 🐍 🏠 (⭐ 2, 🍴 2, 🐛 2) - scenext官方mcp服务器 (Python-based) python mcp pip install git+https://github.com/typing233/scenext-mcp
• sec-mcp 🐍 🏠 (⭐ 2) - A Python toolkit providing security checks for domains, URLs, IPs, and more. Integrate easily into any Python application, use via terminal CLI, or run as an MCP server to enrich LLM context with real-time threat insights. python mcp-server security-tools mcp server pip install git+https://github.com/Montimage/sec-mcp
• quarkus-mcp-agentic 🏠 (⭐ 2, 🍴 2) - This project uses Quarkus and the Model Context Protocol] to implement a simple agentic app using multiple MCP servers and Quarkus + LangChain4j. html mcp server ai git clone https://github.com/jamesfalkner/quarkus-mcp-agentic
• simple-mcp-sample 🐍 🏠 (⭐ 2, 🍴 1) - This repository demonstrates how to set up and implement basic MCP server that integrates with Claude Desktop. python mcp server pip install git+https://github.com/edom18/simple-mcp-sample
• Simple-MCP-Server 🐍 🏠 (⭐ 2) - A simple MCP server that can be tested with a client python mcp server pip install git+https://github.com/marlinspike/Simple-MCP-Server
• tracxn-mcp 🐍 🏠 📇 (⭐ 2, 🍴 1) - A Model Control Protocol (MCP) server implementation for interacting with the Tracxn API python mcp server api pip install git+https://github.com/vatsal191201/tracxn-mcp
• universal-public-data-mcp-server 🐍 🏠 📇 (⭐ 2, 🍴 1) - Universal Public Data MCP Server with real API integrations for financial, government, scientific, news, geographic, and technology data python mcp server api go pip install git+https://github.com/inamdarmihir/universal-public-data-mcp-server
• watsonx-mcp-server 🐍 🏠 (⭐ 2, 🍴 1) - How to create a professional, production‑ready chatbot server powered by IBM Watsonx.ai and exposed via the Model Context Protocol (MCP) Python SDK. python mcp server ai pip install git+https://github.com/ruslanmv/watsonx-mcp-server
• Yevanchen_difyapp_as_mcp_server 🐍 🏠 (⭐ 2, 🍴 2) - Mirror of https://github.com/Yevanchen/difyapp_as_mcp_server python mcp server http pip install git+https://github.com/MCP-Mirror/Yevanchen_difyapp_as_mcp_server
• yt-mcp-server 🐍 🏠 (⭐ 2) - MCP server with various utility functions for dealing with youtube data python mcp server pip install git+https://github.com/kdr/yt-mcp-server
• z3_mcp 🐍 🏠 (⭐ 2) - An MCP server for the z3 theorem prover python mcp server pip install git+https://github.com/javergar/z3_mcp
• aliyun-mcp-server 📜 🏠 (⭐ 2, 🍴 1) - This MCP server provides tools for interacting with Aliyun (Alibaba Cloud) services. javascript aliyun-sdk llm mcp mcp-server npm install nailuoGG/aliyun-mcp-server
• CbetaMCP 🐍 🏠 (⭐ 2) - CbetaMCP (Python-based) python mcp pip install git+https://github.com/tendayspace/cbetamcp
• cloudera-ai-agent-studio-mcp 🐍 🏠 (⭐ 2, 🍴 1) - MCP Server for driving Cloudera AI's Agent Studio python mcp server ai pip install git+https://github.com/jasonmeverett/cloudera-ai-agent-studio-mcp
• cursor-mcp-guide 🏠 (⭐ 2) - A comprehensive guide to setting up and using MCP server with Cursor IDE, including GitHub integration and AI agent configuration. mcp server ai git clone https://github.com/md-anbari/cursor-mcp-guide
• DingTalkMCPServer 🐍 🏠 (⭐ 2, 🍴 1, 🐛 1) - Provide MCP Server private skills for DingTalk AI Agent python mcp server ai pip install git+https://github.com/MiechalZhao/DingTalkMCPServer
• easy-mcp 🐍 🏠 (⭐ 2) - Use MCP servers with OpenAI Agents python mcp server ai pip install git+https://github.com/WillChangeThisLater/easy-mcp
• gmail-sender-mcp 🐍 🏠 (⭐ 2, 🍴 1, 🐛 2) - An MCP server for sending Gmail emails via Claude or other AI assistants python mcp server ai pip install git+https://github.com/abhishekloiwal/gmail-sender-mcp
• eget_mcp 🐍 🏠 📇 (⭐ 2) - A simple MCP server that integrates eGet web scraper with Claude for Desktop. This connector allows Claude to scrape web content through your local eGet API, enabling search, summarization, and analysis of websites directly in conversations. python mcp server api web pip install git+https://github.com/vishwajeetdabholkar/eget_mcp
• file-edit-check-server 🏠 (⭐ 2, 🍴 1) - MCP server that enforces pre-read checks and detailed commit documentation mcp server ai documentation git clone https://github.com/punkpeye/file-edit-check-server
• jgrants-mcp-server 🐍 🏠 📇 (⭐ 2, 🍴 1) - Jグランツ(デジタル庁が運営する国や自治体の補助金電子申請システム)の公開APIを利用した MCP Server python mcp server api pip install git+https://github.com/rtoki/jgrants-mcp-server
• loonghao_wecom-bot-mcp-server 🐍 🏠 (⭐ 2, 🍴 2) - Mirror of https://github.com/loonghao/wecom-bot-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/loonghao_wecom-bot-mcp-server
• malloy-mcp-server 🐍 🏠 (⭐ 2) - An MCP Server for interacting with Malloy data models through the Malloy Publisher python mcp server pip install git+https://github.com/namabile/malloy-mcp-server
• mcp_demo 🐍 🏠 (⭐ 2) - Demo: mcp protocol with simple client and server file python mcp server pip install git+https://github.com/josx/mcp_demo
• mcp_weather 🐍 🏠 📇 (⭐ 2, 🍴 3) - MCP Server 和风天气API例子。 python mcp server api pip install git+https://github.com/xuezhijian/mcp_weather
• mcp-local-spec 🏠 (⭐ 2) - MCP Servers discovery spec anthropic mcp mcp-server openai spec git clone https://github.com/jonnyzzz/mcp-local-spec
• mcp-agentis 🐍 🏠 (⭐ 2, 🍴 1) - Python framework for creating AI agents that use MCP servers as tools. Compatible with any MCP server and model provider. python mcp server ai pip install git+https://github.com/AgentisLabs/mcp-agentis
• mcp-azresource 🐍 🏠 (⭐ 2, 🍴 1, 🐛 2) - Python-based python pip install git+https://github.com/tim10002/mcp-azresource
• mcp-chat-system 🐍 🏠 (⭐ 2) - AI-powered Chat System with multiple MCP servers. python mcp server ai pip install git+https://github.com/kira1228/MCP-RAG-
• MCP-Email-Verify 🐍 🏠 📇 (⭐ 2, 🍴 3, 🐛 4) - A lightweight Model Context Protocol (MCP) server that enables your LLM to validate email addresses. This tool checks email format, domain validity, and deliverability using the AbstractAPI Email Validation API. Perfect for integrating email validation into AI applications like Claude Desktop. python mcp server api ai pip install git+https://github.com/Abhi5h3k/MCP-Email-Verify
• mcp-ephemeral-k8s 🐍 🏠 📇 (⭐ 2, 🐛 4) - Python implementation to spawn ephemeral Model Context Protocol (MCP) servers using the kubernetes API. python mcp server api kubernetes pip install git+https://github.com/BobMerkus/mcp-ephemeral-k8s
• mcp-crontab-server 🐍 🏠 (⭐ 2) - A MCP Server exposing tools for fetching entries and viewing logs python mcp server pip install git+https://github.com/jasona7/mcp-crontab-server
• mcp-server-example-v2 🐍 🏠 (⭐ 2, 🍴 1, 🐛 1) - A simple example of a Model Context Protocol Server implementation python server pip install git+https://github.com/dabouelhassan/mcp-server-example-v2
• mcp-server-software 🐍 🏠 (⭐ 2, 🍴 3) - A Model Context Protocol server that provides software management capabilities for your computer. python server pip install git+https://github.com/DumoeDss/mcp-server-software
• nnquant_qmt-mcp-server 🐍 🏠 (⭐ 2) - Mirror of https://github.com/nnquant/qmt-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/nnquant_qmt-mcp-server
• Woo-mcp-server 🐍 🏠 (⭐ 2, 🍴 2) - wocommarce mcp server python mcp server pip install git+https://github.com/Slava12233/Woo-mcp-server
• dicom-mcp-server 🐍 🏠 (⭐ 2, 🍴 2, 🐛 1) - A server for managing contextual data in DICOM tools, supporting medical imaging and machine learning workflows. python server pip install git+https://github.com/fluxinc/dicom-mcp-server
• mcp-hitchcode 🐍 🏠 (⭐ 2, 🍴 3, 🐛 2) - Python-based python pip install git+https://github.com/jankowtf/mcp-hitchcode
• neodb-mcp 🐍 🏠 (⭐ 2, 🍴 6, 🐛 3) - A Message Control Protocol (MCP) server implementation for interacting with NeoDB python mcp server http pip install git+https://github.com/xytangme/neodb-mcp
• python-run-mcp 🐍 🏠 (⭐ 2, 🍴 2) - MCP server implementation for handling run_python requests python mcp server pip install git+https://github.com/topherbc/python-run-mcp
• wayne-mcp-servers 🐍 🏠 (⭐ 2, 🍴 1) - My custom MCP (Model Context Protocol) servers. python mcp server pip install git+https://github.com/wangyendt/wayne-mcp-servers
• apstra-mcp-server 🐍 🏠 📇 (⭐ 1, 🍴 2) - Python script to test Model Context Protocol (MCP) server for Juniper's Apstra Fabric manager's APIs. python mcp server api pip install git+https://github.com/vignitin/apstra-mcp-server
• artemis-mcp 🐍 🏠 (⭐ 1, 🍴 6, 🐛 5) - Artemis MCP Server Repo python mcp server pip install git+https://github.com/Artemis-xyz/artemis-mcp
• barnsworthburning-mcp 📘 🏠 (⭐ 1, 🍴 5, 🐛 2) - A Model Context Protocol (MCP) server for searching barnsworthburning.net. typescript ai llms mcp mcp-server npm install Aias/barnsworthburning-mcp
• binoculo-mcp 🐍 🏠 (⭐ 1, 🍴 1, 🐛 1) - Banner grabbing with LLM (MCP Server) python bugbounty claude-ai llm mcp-server pip install git+https://github.com/girorme/binoculo-mcp
• blockchain-payment-mcp 🐍 🏠 (⭐ 1) - 区块链支付MCP服务器 - 支持多链操作包括以太坊、Base、BSC、Polygon、Avalanche和Solana python mcp go pip install git+https://github.com/logos-42/blockchain-payment-mcp
• homebrew-age-mcp-server 🐍 🏠 (⭐ 1, 🍴 3, 🐛 3) - Apache AGE MCP Server python mcp server pip install git+https://github.com/rioriost/homebrew-age-mcp-server
• ckanext-mcp 🐍 🏠 (⭐ 1, 🍴 1) - An MCP server to answer questions about data python mcp server pip install git+https://github.com/unckan/ckanext-mcp
• claude-client-gmail-mcp 🐍 🏠 (⭐ 1) - Acceso de asistentes de IA a Gmail mediante Model Context Protocol (MCP) python mcp ai pip install git+https://github.com/FranciscoYuster/gmail-client-mcp-server
• JexinSam_mssql_mcp_server 🐍 🏠 (⭐ 1, 🍴 1) - Mirror of https://github.com/JexinSam/mssql_mcp_server python mcp server http pip install git+https://github.com/MCP-Mirror/JexinSam_mssql_mcp_server
• mcp_server_project 🐍 🏠 (⭐ 1, 🐛 11) - Model Context Protocol server python server pip install git+https://github.com/donohue76/mcp_server_project
• agentcraft-mcp 🐍 🏠 (⭐ 1, 🍴 1, 🐛 1) - AgentCraft MCP Server python mcp server pip install git+https://github.com/seyhunak/agentcraft-mcp
• ajbr0wn_gmail-mcp-server 🐍 🏠 (⭐ 1, 🍴 1) - Mirror of https://github.com/ajbr0wn/gmail-mcp-server python mcp server ai http pip install git+https://github.com/MCP-Mirror/ajbr0wn_gmail-mcp-server
• aks-mcp-server 🐍 🏠 (⭐ 1) - playing around with mcp servers and aks python mcp server pip install git+https://github.com/chokevin/aks-mcp-server
• arxiv-semantic-search-mcp 🐍 🏠 (⭐ 1) - Python-based python pip install git+https://github.com/icyclv/arxiv-semantic-search-mcp
• itinerary-mcp-server 🐍 🏠 📇 (⭐ 1) - FastAPI-based travel itinerary system with MCP integration for AI-powered discovery, filtering, and creation of travel plans via natural language. python mcp api ai pip install git+https://github.com/aryanranderiya/itinerary-mcp-server
• Machine-To-Machine_m2m-mcp-server-ssh-client 🐍 🏠 (⭐ 1) - Mirror of https://github.com/Machine-To-Machine/m2m-mcp-server-ssh-client python mcp server http pip install git+https://github.com/MCP-Mirror/Machine-To-Machine_m2m-mcp-server-ssh-client
• mcp-baserow 📘 🏠 (⭐ 1, 🍴 4, 🐛 1) - MCP server for Baserow API integration - Enable AI assistants to interact with Baserow databases typescript ai api-client automation baserow npm install ayyazzafar/mcp-baserow
• MCP-Launchpad 🐍 🏠 (⭐ 1) - 🚀 MCP-Launchpad: Your one-stop hub for easily deployable MCP servers! 🐳 Dockerized & (A2A) AI-agent ready. Launch powerful tools for your AI in minutes. ✨ python mcp server ai docker pip install git+https://github.com/LNDMN/MCP-Launchpad
• apm-mcp-server 🐍 🏠 (⭐ 1) - アジャイルプラクティスマップのナレッジと対話するためのMCPサーバーです。 python mcp pip install git+https://github.com/HappymanOkajima/apm-mcp-server
• ariadng_metatrader-mcp-server 🐍 🏠 (⭐ 1) - Mirror of https://github.com/ariadng/metatrader-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/ariadng_metatrader-mcp-server
• cloudbrain-mcp 🐍 🏠 (⭐ 1, 🍴 1) - This repository will contain code specific to MCP servers associated with various DevOps tools and technologies. python mcp server ai pip install git+https://github.com/structbinary/cloudbrain-mcp
• coingecko-mcp 🐍 🏠 (⭐ 1) - CoinGecko MCP Server - Enabling AI Agent to Autonomously Fetch Data. python mcp server ai pip install git+https://github.com/Blockchain-MCPs/coingecko-mcp
• ezib-mcp 🐍 🏠 (⭐ 1) - MCP server built on ezib_async that exposes Interactive Brokers' trading and market data functionality. python mcp server pip install git+https://github.com/kelvingao/ezib-mcp
• filemaker_mcp_local 🐍 🏠 (⭐ 1, 🍴 1) - Local dynamic mcp server for FileMaker databases python mcp server database pip install git+https://github.com/mw777eds/filemaker_mcp_local
• gCalendar-mcp-python 🐍 🏠 (⭐ 1) - MCP Google Calendar Server with python python mcp server go pip install git+https://github.com/tobedoit/gCalendar-mcp-python
• git-prompts-mcp-server 🐍 🏠 (⭐ 1, 🍴 1) - An MCP server that offers several commands to generate prompts based on the Git repository's content python mcp server pip install git+https://github.com/ceshine/git-prompts-mcp-server
• mcp-server-minecraft-mod-devdoc 🐍 🏠 (⭐ 1, 🍴 1) - Model Context Protocol (MCP) Server for Minecraft Modding Documentation python mcp server documentation pip install git+https://github.com/Zhou-Shilin/mcp-server-minecraft-mod-devdoc
• mcp-server-wuye-ai 🏠 (⭐ 1, 🍴 2, 🐛 1) - CRIC物业AI MCP Server agent ai mcp mcp-server property-management git clone https://github.com/wuye-ai/mcp-server-wuye-ai
• openweather-mcp 🐍 🏠 (⭐ 1) - Python-based http git github python pip install git+https://github.com/frostming/openweather-mcp
• pagos-mcp 🐍 🏠 📇 (⭐ 1, 🍴 2) - Pagos Official MCP Server python mcp server go api pip install git+https://github.com/pagos-ai/pagos-mcp
• colpali_mcp_server 🐍 🏠 (⭐ 1, 🍴 1) - mcp server for Colpali (text-rich images) retrieval python mcp server pip install git+https://github.com/camillebrl/colpali_mcp_server
• devnagriai-translate-mcp 📜 🏠 (⭐ 1, 🐛 2) - MCP server for translation services with focus on Indic languages, Powered by Devnagri AI javascript ai devnagri devnagri-ai indic-languages npm install DevnagriAI/devnagriai-translate-mcp
• connect-server 🐍 🏠 (⭐ 1) - MCP server to connect users python mcp server pip install git+https://github.com/Danejw/connect-server
• crossplane-mcp-server 🐍 🏠 (⭐ 1) - mcp server for Crossplane python mcp server pip install git+https://github.com/cychiang/crossplane-mcp-server
• docker-mcp 🐹 🏠 (⭐ 1, 🍴 1) - Docker MCP: A Model Context Protocol implementation for Docker operations, enabling AI assistants to seamlessly manage containers, images, and networks via standardized JSON-RPC interface. go ai-tools anthropic cline containers go install coolbit-in/docker-mcp@latest
• DROMA_MCP 🐍 🏠 (⭐ 1, 🍴 1) - A Model Context Protocol (MCP) server for DROMA (Drug Response Omics association MAp) - enabling natural language interactions with drug-omics association analysis. python mcp server pip install git+https://github.com/mugpeng/DROMA_MCP
• end2end-mcp 🐍 🏠 (⭐ 1) - End-to-end MCP workflow python mcp pip install git+https://github.com/AbnerTeng/shioaji-mcp
• enkryptai_enkryptai-mcp-server 🐍 🏠 (⭐ 1) - Mirror of https://github.com/enkryptai/enkryptai-mcp-server python mcp server ai http pip install git+https://github.com/MCP-Mirror/enkryptai_enkryptai-mcp-server
• fdp-mcp-server 🐍 🏠 (⭐ 1, 🐛 1) - QAX XLab fdp mcp server python mcp server pip install git+https://github.com/qax-xlab/fdp-mcp-server
• file-system-mcp-server 🐍 🏠 (⭐ 1, 🍴 1) - A comprehensive MCP (Model Context Protocol) server for file system operations, providing Claude and other AI assistants with access to local files and directories. python mcp server ai pip install git+https://github.com/calebmwelsh/file-system-mcp-server
• fm-mcp-comfyui-bridge 🐍 🏠 (⭐ 1, 🍴 1) - LLM MCP server for image generation with ComfyUI python mcp server llm pip install git+https://github.com/rerofumi/fm-mcp-comfyui-bridge
• google-places-mcp 📘 🏠 📇 (⭐ 1, 🍴 1) - MCP server for google places API typescript ai google-maps-api mcp-server mcp npm install manavsiddharthgupta/google-places-mcp
• groq-mcp-client 🐍 🏠 (⭐ 1) - A free MCP client server that leverages GroqCloud's high-performance inference capabilities and connects to both local and remote MCP servers. python cli-app free groq groqcloud pip install git+https://github.com/YeshwanthSadum/groq-mcp-client
• abhiemj_manim-mcp-server 🐍 🏠 (⭐ 1) - Mirror of https://github.com/abhiemj/manim-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/abhiemj_manim-mcp-server
• axisdirect-rapidapi-mcp 🐍 🏠 📇 (⭐ 1) - This MCP (Model Context Protocol) server wraps the AxisDirect API via RapidAPI, exposing Get Profile, Get Order Book, Order History, etc., python mcp server api pip install git+https://github.com/abhaybraja/axisdirect-rapidapi-mcp
• azure-community-mcp-servers 🏠 (⭐ 1, 🍴 2) - This directory showcases various Model Context Protocol (MCP) servers. These servers enable Large Language Models (LLMs) to securely access tools and data sources from Microsoft Azure. ai azure containers llm mcp git clone https://github.com/manekinekko/azure-mcp-servers
• checkpoint-security-mcp-servers 🐍 🏠 (⭐ 1) - Anthropic MCP servers to enable AI agent integration and autonomous defense for Check Point firewalls, endpoint, and more. python mcp server ai pip install git+https://github.com/ngardiner/checkpoint-security-mcp-servers
• Claude-MCP-tools 🐍 🏠 (⭐ 1, 🍴 1) - Repo of Claude Desktop MCP tools python mcp pip install git+https://github.com/GrimFandango42/Claude-MCP-tools
• HuggingAGI_mcp-baostock-server 🐍 🏠 (⭐ 1) - Mirror of https://github.com/HuggingAGI/mcp-baostock-server python mcp server http pip install git+https://github.com/MCP-Mirror/HuggingAGI_mcp-baostock-server
• kachaka-mcp 🐍 🏠 (⭐ 1, 🐛 1) - Kachaka MCP Server - Model Context Protocol server for Kachaka robot python mcp server pip install git+https://github.com/comoc/kachaka-mcp
• ILHealth-mcp 🐍 🏠 📇 (⭐ 1, 🍴 2) - MCP server providing access to Israeli Ministry of Health data dashboard APIs. python mcp server api pip install git+https://github.com/david-aftergut/ILHealth-mcp
• kanvas_mcp 🐍 🏠 (⭐ 1, 🐛 1) - Kanvas MCP Server (Python-based) python mcp server pip install git+https://github.com/bakaphp/kanvas_mcp
• kenliao94_mcp-server-rabbitmq 🐍 🏠 (⭐ 1) - Mirror of https://github.com/kenliao94/mcp-server-rabbitmq python mcp server http pip install git+https://github.com/MCP-Mirror/kenliao94_mcp-server-rabbitmq
• kickstart-mcp 🐍 🏠 (⭐ 1, 🐛 1) - 🚀 Kickstart-mcp is tutorial for using mcp, making your own mcp server/client. We'll guide you through every step of your MCP journey python mcp mcp-client mcp-server model-context-protocol pip install git+https://github.com/nolleh/kickstart-mcp
• liana-mcp 🐍 🏠 (⭐ 1) - Natural language interface for scRNA-Seq analysis with Liana through MCP python mcp pip install git+https://github.com/scmcphub/liana-mcp
• llm-mcp 🐍 🏠 (⭐ 1, 🍴 1) - llm plugin of MCP for clients and servers. python mcp server llm pip install git+https://github.com/genomoncology/llm-mcp
• mcp_agribalyse 🐍 🏠 📇 (⭐ 1) - MCP Server of Agribalyse API python mcp server api pip install git+https://github.com/tracy040401/mcp_agribalyse
• mcp_interactive_terminal 🐍 🏠 (⭐ 1) - MCP server for interacting with a terminal or process based command over stdio. python mcp server pip install git+https://github.com/danielp370-msft/mcp_interactive_terminal
• mcp_playground 🐍 🏠 (⭐ 1) - MCP Server 示例 (Python-based) python mcp server pip install git+https://github.com/AndyM129/mcp_playground
• mcp_python_server 🐍 🏠 (⭐ 1, 🐛 12) - Ansible MCP Server for intelligent infrastructure management python mcp server pip install git+https://github.com/washyu/mcp_python_server
• mcp-linker-api 🐍 🏠 📇 (⭐ 1, 🍴 1) - MCP-Linker Backend API with Supabase Authentication integration. python mcp api auth pip install git+https://github.com/milisp/mcp-linker-api
• mcp-ncbi-fetcher 🐍 🏠 (⭐ 1) - docker-based mcp server that enables Claude to fetch biological sequence data from NCBI python mcp server docker pip install git+https://github.com/actual-awg/mcp-ncbi-fetcher
• MCP_Servers 🐍 🏠 (⭐ 1) - Tutorial on MCP Servers - Personalized Finance Assistant python mcp server pip install git+https://github.com/papihaj/MCP_Servers
• MCP_WOW 🏠 (⭐ 1) - MCP SERVER IMPLEMENTATION html mcp server git clone https://github.com/Tech8Tales/MCP_WOW
• mcp-cobot-server 🐍 🏠 (⭐ 1) - Model Context Protocol for MyCobot280 python pip install git+https://github.com/cluesang/mcp-cobot-server
• jmh108_MCP-server-readability-python 🐍 🏠 (⭐ 1, 🍴 1) - Mirror of https://github.com/jmh108/MCP-server-readability-python python mcp server http pip install git+https://github.com/MCP-Mirror/jmh108_MCP-server-readability-python
• langchain-mcp 🐍 🏠 (⭐ 1) - LangChain Agent with MCP Servers: Using LangChain MCP Adapters for tool integration. python mcp server ai pip install git+https://github.com/esakrissa/langchain-mcp
• make-a-simple-mcp-server 🐍 🏠 (⭐ 1) - 本项目旨在构建一个本地智能舆情分析系统，通过自然语言处理与多工具写作，实现用户查询意图的自动理解、新闻检索、情绪分析、结构化输出与邮件推送。 python pip install git+https://github.com/JLQusername/make-a-simple-mcp-server
• mcp-coverity 🐍 🏠 (⭐ 1) - Make AI agent support coverity issue fix python ai pip install git+https://github.com/louisfghbvc/mcp-servers
• mcp-doc 🐍 🏠 (⭐ 1, 🍴 2, 🐛 2) - Model Context Protocol documentation server for LangGraph and MCP. python mcp server documentation pip install git+https://github.com/esakrissa/mcp-doc
• MCP-Docker 🐍 🏠 (⭐ 1) - Dockerized MCP server environments for seamless agent-tool integration. python mcp server ml docker pip install git+https://github.com/ysys143/MCP-Docker
• mcp-local 🐍 🏠 (⭐ 1) - Simulating Multiple Context Protocol python llms mcp-server memory simulation pip install git+https://github.com/mc095/mcp-local
• mcp-odbc 🐍 🏠 (⭐ 1, 🍴 2, 🐛 1) - MCP server for connecting clients like Claude Desktop to ODBC data sources python mcp server pip install git+https://github.com/tylerstoltz/mcp-odbc
• mcp-openGauss 🐍 🏠 (⭐ 1, 🐛 1) - MCP Server for openGauss database and its tools python mcp server database pip install git+https://github.com/vincentsunx/mcp-openGauss
• pavanjava_kafka_mcp_server 🐍 🏠 (⭐ 1) - Mirror of https://github.com/pavanjava/kafka_mcp_server python mcp server http pip install git+https://github.com/MCP-Mirror/pavanjava_kafka_mcp_server
• phalcon-mcp 🐍 🏠 (⭐ 1, 🍴 1, 🐛 2) - 一个用于执行 Phalcon 5.0.x 框架命令的 Model Context Protocol (MCP) 服务器 python mcp pip install git+https://github.com/xindong888999/phalcon-mcp
• ProcmonMCP 🐍 🏠 (⭐ 1) - An MCP server for procmon files python mcp server pip install git+https://github.com/JameZUK/ProcmonMCP
• PyMCP-FS 🐍 🏠 (⭐ 1, 🍴 1, 🐛 2) - This is a robust Python-based MCP Filesystem Server. It enables AI models and applications to securely interact with the host system's file directories through a defined set of tools, allowing for operations like reading, writing, moving, and listing files and directories. python mcp server ai pip install git+https://github.com/hypercat/PyMCP-FS
• python-mcp-server-template 🐍 🏠 (⭐ 1, 🍴 1, 🐛 1) - A template repository for Python MCP Servers python ai llm mcp mcp-server pip install git+https://github.com/FidelusAleksander/python-mcp-server-template
• resume-mcp 🐍 🏠 (⭐ 1) - An MCP server for assistance during job search. python mcp server pip install git+https://github.com/aarangop/resume-mcp
• Salesforce-MCP 🐍 🏠 (⭐ 1, 🍴 1) - MCP Server for Salesforce Operations python claude-ai github-copilot mcp mcp-server pip install git+https://github.com/suraj20028/Salesforce-MCP
• sample-mcp-server-tos 🐍 🏠 (⭐ 1, 🍴 5, 🐛 3) - Python-based python http git github pip install git+https://github.com/dinghuazhou/sample-mcp-server-tos
• skysql-mcp 🐍 🏠 (⭐ 1, 🍴 3, 🐛 1) - SkySQL MCP server and client repository. python mcp server http ai pip install git+https://github.com/skysqlinc/skysql-mcp
• ssh-connect-mcp-server 🐍 🏠 (⭐ 1, 🍴 2) - An MCP server for SSH connections and file operations. python mcp server pip install git+https://github.com/t-suganuma/ssh-connect-mcp-server
• StepFunMCP 🐍 🏠 📇 (⭐ 1, 🍴 1) - 基于阶跃星辰API的MCP server python mcp server api pip install git+https://github.com/weidafeng/StepFunMCP
• upbit-mcp-sse 🐍 🏠 (⭐ 1, 🍴 1) - mcp sse 를 지원하는 upbit server python mcp server pip install git+https://github.com/restful3/upbit-mcp-sse
• wuwa-mcp-server 🐍 🏠 (⭐ 1, 🍴 2, 🐛 1) - A MCP server providing character info query for wuthering waves python mcp server pip install git+https://github.com/jacksmith3888/wuwa-mcp-server
• MCP-Reasoner 📘 🏠 (⭐ 1) - Model Context Protocol (MCP) server implementation using Google OR-Tools for constraint solving http ai git github typescript npm install MCP-Reasoner/MCP-Reasoner
• mcp-reddit-digest 🐍 🏠 📇 (⭐ 1) - A FastAPI-based MCP server tool that fetches and summarizes top Reddit posts using Azure OpenAI. It generates a daily PDF digest and uploads it to Slack, with support for topic-based subreddits and scheduled jobs. python mcp server api ai pip install git+https://github.com/omendra02/mcp-reddit-digest
• mcp-server 🐍 🏠 (⭐ 1, 🍴 4) - Python-based python pip install git+https://github.com/aekanun2020/mcp-server
• mcp-server-baige 🐍 🏠 (⭐ 1) - 一个 MCP 服务器，提供基于百鸽查游戏王卡的工具 python mcp pip install git+https://github.com/liggest/mcp-server-baige
• mcp-server-claude 🐍 🏠 📇 (⭐ 1) - setting up a mcp server tool to search the latest documents via Serper API python mcp server api pip install git+https://github.com/tzujohsu/mcp-server-claude
• mcp-server-eks 🐍 🏠 (⭐ 1) - Demo eks mcp server (Python-based) python mcp server pip install git+https://github.com/jbrcoleman/mcp-server-eks
• mcp-server-example 🐍 🏠 (⭐ 1) - Example MCP server implementation for weather data with testing and pre-commit setup python mcp server testing pip install git+https://github.com/mindsightventures/mcp-server-example
• mcp-server-isitdown 🐍 🏠 (⭐ 1, 🍴 5, 🐛 1) - An MCP server that checks if a website is currently down by querying the website https://www.isitdownrightnow.com python isitdown mcp mcp-server server pip install git+https://github.com/hesreallyhim/mcp-server-isitdown
• mcp-server-musicxml 🏠 (⭐ 1) - MCP server for MusicXML references. mcp server ml git clone https://github.com/Ossamoon/mcp-server-musicxml
• mcp-todo 📘 🏠 📇 (⭐ 1) - API de gerenciamento de tarefas via WebSocket com execução modular de comandos e suporte a ferramentas, desenvolvida em TypeScript com banco SQLite. Projetada para integração com agentes de inteligência artificial. typescript agent agentic-ai ai ajv npm install br-silvano/mcp-todo
• muckrock-mcp 🐍 🏠 (⭐ 1, 🍴 1) - Highly experimental, insecure, and unstable MuckRock FOIA MCP Server with 20+ tools for filing, tracking, and managing Freedom of Information Act requests python mcp server pip install git+https://github.com/morisy/muckrock-mcp
• mcp-server-kusto 🐍 🏠 (⭐ 1, 🍴 3, 🐛 2) - A mcp server that uses azure data explorer as a backend python mcp server azure pip install git+https://github.com/ZZZHDW/mcp-server-kusto
• mcp-ssh-server 🐍 🏠 (⭐ 1) - MCP SSH server for Windsurf integration python mcp server pip install git+https://github.com/yoi-hibino/mcp-ssh-server
• mcp-tutorial 🐍 🏠 (⭐ 1, 🍴 1) - A practical demonstration of the Model Context Protocol (MCP) python mcp pip install git+https://github.com/agenteer/mcp-tutorial
• MCPLite 🐍 🏠 (⭐ 1) - MCP client/server framework from scratch python mcp server pip install git+https://github.com/acesanderson/MCPLite
• mealserver 🐍 🏠 (⭐ 1) - A server that provides meal-related information through MCP tools python mcp server pip install git+https://github.com/D-C2211/mealserver
• megacloud-mcp 🐍 🏠 (⭐ 1) - Model Context Protocol (MCP) Server for MegaCloud. python mcp server pip install git+https://github.com/megaease/megacloud-mcp
• mlb_mcp 🐍 🏠 (⭐ 1, 🍴 1) - MCP server to fetch basic (and complex!) baseball-related stats. python baseball mcp server pip install git+https://github.com/jweingardt12/mlb_mcp
• MSPaint-MCP-Server 🐍 🏠 (⭐ 1) - A simple Model Context Protocol (MCP) server client code to solve math problems and show the solution in MSPaint application python mcp server ai pip install git+https://github.com/shettysaish20/MSPaint-MCP-Server
• multi-mcp 🐍 🏠 (⭐ 1) - An MCP server that proxies multiple MCP servers. python mcp mcp-server server pip install git+https://github.com/One-MCP/multi-mcp
• multiplexermcp 🐍 🏠 (⭐ 1) - demo multiplexing mcp servers python mcp server pip install git+https://github.com/promptmesh/multiplexermcp
• my-mcp-servers 🐍 🏠 (⭐ 1, 🍴 1, 🐛 1) - this is mcp servers in local python mcp server pip install git+https://github.com/yuki-koma2/my-mcp-servers
• MyDevMCP 🐍 🏠 (⭐ 1, 🍴 1, 🐛 2) - A collection of Model Context Protocol (MCP) servers providing various integrations and capabilities for MCP-compatible clients like Claude Desktop, VS Code, and other AI applications. python claude-desktop mcp-server model-context-protocol vscode pip install git+https://github.com/AnalyticAce/MyMCP
• nsaf-mcp-server 🐍 🏠 (⭐ 1, 🍴 2, 🐛 3) - The Neuro-Symbolic Autonomy Framework integrates neural, symbolic, and autonomous learning methods into a single, continuously evolving AI agent-building system. This prototype demonstrates the SCMA component, which enables AI agents to self-design new AI agents using Generative Architecture Models. python agent ai bndagents neural-network pip install git+https://github.com/ariunbolor/nsaf-mcp-server
• pco-mcp 🐍 🏠 (⭐ 1) - Planning Center Online MCP Server python mcp server pip install git+https://github.com/jake-ccnh/pco-mcp
• openreplay-mcp-server 🐍 🏠 (⭐ 1, 🍴 1) - A Model Context Protocol (MCP) server for analyzing OpenReplay session recordings and user behavior patterns python mcp server pip install git+https://github.com/rsp2k/openreplay-mcp-server
• opensearch-mcp-integration 🏠 (⭐ 1) - Step by step guide for integrating LLMs with OpenSearch MCP servers yaml mcp server llm git clone https://github.com/madhankb/opensearch-mcp-integration
• openshift-backplane-mcp-server 🐍 🏠 (⭐ 1) - MCP server providing Managed OpenShift infra access via Backplane python mcp server pip install git+https://github.com/mmazur/openshift-backplane-mcp-server
• orkl_mcp_server 🐍 🏠 (⭐ 1, 🐛 1) - MCP server for ORKL Threat Intelligence Library python mcp server pip install git+https://github.com/heiths/orkl_mcp_server
• PeMCP 🐍 🏠 (⭐ 1) - An comprehensive MCP Server for PE File Analysis python mcp server pip install git+https://github.com/JameZUK/PeMCP
• plex-mcp 🐍 🏠 (⭐ 1, 🍴 3, 🐛 2) - Plex MCP server (Python-based) python mcp server pip install git+https://github.com/djbriane/plex-mcp
• Postgres_MCP_Server 🐍 🏠 (⭐ 1) - FastMCP Based MCP Server to Control Postgres python mcp server postgres pip install git+https://github.com/VivekMalipatel/Postgres_MCP_Server
• postgreSQL-analyzer-mcp 🐍 🏠 (⭐ 1, 🍴 3, 🐛 1) - PostgreSQL performance analysis and optimization MCP server python mcp server postgres pip install git+https://github.com/rameshv29/postgres-performance-mcp
• pure-model-context-protocol 🐍 🏠 (⭐ 1, 🍴 4) - A simple MCP server to interact with Pure storage arrays python mcp server git clone https://github.com/jboothomas/pure-model-context-protocol
• pydantic-ai-mcp-experiment 🐍 🏠 (⭐ 1, 🍴 1) - Minimalist examples to provide your own MCP servers to your local llm models. python mcp server llm pip install git+https://github.com/eschmidt42/pydantic-ai-mcp-experiment
• pp_mcp_adk 🐍 🏠 (⭐ 1) - The commerce-centric demo shown live at Paypal Dev Days 2025 on 4/29. Featuring Paypal Agent Toolkit & MCP server with Google's Agent Development Kit (ADK) python adk mcp paypal server pip install git+https://github.com/gkcng/pp_mcp_adk
• qanon-mcp-server 🐍 🏠 (⭐ 1, 🍴 1) - Model Context Protocol server for sociological research into QAnon python server pip install git+https://github.com/jkingsman/qanon-mcp-server
• serial-mcp 🐍 🏠 (⭐ 1, 🍴 1) - MCP server allowing Agents to talk to devices connected to serial port of the computer. Tested only with MAC atm. python mcp server pip install git+https://github.com/PaDev1/serial-mcp
• SwarmUI_MCP_Agent 🐍 🏠 (⭐ 1, 🍴 1) - A simple prototype SwarmUI MCP server with accompanying local LangChain Ollama agent python mcp server ai pip install git+https://github.com/MathewTomberlin/SwarmUI_MCP_Agent
• tavily-mcp-sse 🐍 🏠 (⭐ 1, 🍴 1, 🐛 1) - Basic remote SSE MCP server for Tavily Search. python agentic-ai ai-agents mcp mcp-server pip install git+https://github.com/NoeSamaille/tavily-mcp-sse
• topoteretes_cognee-mcp-server 🐍 🏠 (⭐ 1, 🍴 1) - Mirror of https://github.com/topoteretes/cognee-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/topoteretes_cognee-mcp-server
• xai-mcp 🐍 🏠 (⭐ 1, 🍴 1) - A Xircuits component library for defining MCP servers. python mcp server pip install git+https://github.com/XpressAI/xai-mcp
• YuChenSSR_mindmap-mcp-server 🐍 🏠 (⭐ 1, 🍴 1) - Mirror of https://github.com/YuChenSSR/mindmap-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/YuChenSSR_mindmap-mcp-server
• mcp-browser-use-tools 🐍 🏠 (⭐ 1, 🍴 1) - This package vendors a subset of browser-use with minimal dependencies exposed as an mcp-server. python mcp server http pip install git+https://github.com/phact/mcp-browser-use-tools
• mcp-cases 🏠 (⭐ 1, 🍴 1) - MCP Cases is a format that allows to specify how your MCP Server behaves for various automations html mcp server git clone https://github.com/strowk/mcp-cases
• mcp-label-studio 🐍 🏠 (⭐ 1, 🍴 1) - mcp server for label studio python mcp server pip install git+https://github.com/lxkaka/mcp-label-studio
• 611711Dark_mcp_calculate_server 🐍 🏠 (⭐ 1) - Mirror of https://github.com/611711Dark/mcp_calculate_server python mcp server http pip install git+https://github.com/MCP-Mirror/611711Dark_mcp_calculate_server
• agenticMCP_rag 🐍 🏠 (⭐ 1) - Rag with MCP server (Python-based) python mcp server pip install git+https://github.com/rajagopal17/agenticMCP_rag
• Arxivloader-MCP-Server-and-Client 🐍 🏠 (⭐ 1) - This project provides an MCP (Microservice Communication Protocol) server and client setup for fetching research papers from the arXiv. The MCP server processes queries and fetches relevant research papers, while the client communicates with the server using the MCP protocol. python mcp server pip install git+https://github.com/alihassanml/Arxivloader-MCP-Server-and-Client
• azure-native-isv-mcp 🏠 (⭐ 1, 🍴 2, 🐛 2) - This repository contains a Remote Model Context Protocol (MCP) Server implemented using Azure Functions, built for enabling tooling support across Azure Native ISV Integrations. It includes MCP tools for Azure-integrated partner services listed under Azure Partner Solutions mcp server ai azure git clone https://github.com/Azure/azure-native-isv-mcp
• AzureDevOpsAPI/Azure-DevOps 📘 🏠 📇 (⭐ 1, 🐛 2) - Facilitates AI-driven interactions with Azure DevOps APIs, enabling seamless project management and DevOps workflows through natural language commands. api http azure ai ml
• awesome-ads-mcp-servers 🏠 📇 (⭐ 1) - Awesome AdsMCP servers – standardizing ad APIs via Anthropic’s Model Context Protocol. mcp server api git clone https://github.com/AdsMCP/awesome-ads-mcp-servers
• aws-common-mcp-servers 🐍 🏠 📇 (⭐ 1) - Deployable MCP Servers for common AWS services (Location, S3, Aurora PG Data API) using AWS CDK. python mcp server api aws pip install git+https://github.com/vAirpower/aws-common-mcp-servers
• brewfather-mcp 🐍 🏠 (⭐ 1, 🍴 2, 🐛 2) - MCP server to access Brewfather python mcp server pip install git+https://github.com/renanvieira/brewfather-mcp
• cloudflare-ai-mcp 🐍 🏠 📇 (⭐ 1) - A Model Context Protocol (MCP) server for Cloudflare's AI API that enables advanced image generation capabilities. \ This package provides a robust interface for generating images using multiple Stable Diffusion models simultaneously, \ with features including AI-powered prompt generation, batch operations, and comprehensive error handling. python mcp server api ai pip install git+https://github.com/topmcp/cloudflare-ai-mcp
• cnosdb-mcp-server 🐍 🏠 (⭐ 1, 🍴 2, 🐛 3) - An MCP server for CnosDB. python mcp server pip install git+https://github.com/cnosdb/cnosdb-mcp-server
• designcomputer_mysql_mcp_server 🐍 🏠 (⭐ 1, 🍴 1) - Mirror of https://github.com/designcomputer/mysql_mcp_server python mcp server http mysql pip install git+https://github.com/MCP-Mirror/designcomputer_mysql_mcp_server
• disler_aider-mcp-server 🐍 🏠 (⭐ 1) - Mirror of https://github.com/disler/aider-mcp-server python mcp server ai http pip install git+https://github.com/MCP-Mirror/disler_aider-mcp-server
• dockerized-mcp-server-template 🐍 🏠 (⭐ 1, 🍴 4) - A reusable Dockerized Python server template implementing the Model Context Protocol (MCP) with Streamable HTTP transport, built using the official MCP Python SDK (v1.8.0+) for easy integration with Large Language Models (LLMs). python mcp server llm http pip install git+https://github.com/zantis/dockerized-mcp-server-template
• eventbrite-mcp-server 📜 🏠 📇 (⭐ 1) - Model Context Protocol server for Eventbrite API integration. Create and manage events using natural language through AI agents like Claude Desktop and Cursor IDE. javascript ai api claude cursor npm install joshuachestang/eventbrite-mcp-server
• didlogic_mcp 🐍 🏠 (⭐ 1, 🍴 5, 🐛 3) - Python-based python http git github pip install git+https://github.com/UserAd/didlogic_mcp
• docret-mcp-server 🐍 🏠 (⭐ 1, 🍴 1) - A Model Context Protocol (MCP) server python mcp server pip install git+https://github.com/Sreedeep-SS/docret-mcp-server
• Duckduckgo-with-MCP 🐍 🏠 (⭐ 1) - This project demonstrates how to use DuckDuckGo MCP Server with a LangChain Groq LLM agent to perform intelligent search tasks via MCP (Micro Component Protocol). python duckduckgo mcp-server mcp server pip install git+https://github.com/alihassanml/Duckduckgo-with-MCP
• ExcelMCP 🏠 (⭐ 1) - An MCP server for AI to control Microsoft excel application. mcp server ai git clone https://github.com/OfficeMCP/ExcelMCP
• farzad528_mcp-server-azure-ai-agents 🐍 🏠 (⭐ 1, 🍴 1) - Mirror of https://github.com/farzad528/mcp-server-azure-ai-agents python mcp server ai http pip install git+https://github.com/MCP-Mirror/farzad528_mcp-server-azure-ai-agents
• FastMCP-Proper 🐍 🏠 (⭐ 1) - Python MCP server with CI/CD tooling and testability built-in python mcp server http git pip install git+https://github.com/Acid-base/FastMCP-Proper
• bright8192_esxi-mcp-server 🐍 🏠 (⭐ 1, 🍴 1) - Mirror of https://github.com/bright8192/esxi-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/bright8192_esxi-mcp-server
• cheerlights-mcp 🐍 🏠 📇 (⭐ 1, 🍴 2, 🐛 2) - MCP server that allows AI tools to interact with the CheerLights API. python ai cheerlights claude-ai mcp pip install git+https://github.com/cheerlights/cheerlights-mcp
• ckreiling_mcp-server-docker 🐍 🏠 (⭐ 1, 🍴 1) - Mirror of https://github.com/ckreiling/mcp-server-docker python mcp server http docker pip install git+https://github.com/MCP-Mirror/ckreiling_mcp-server-docker
• hello-mcp 🐍 🏠 (⭐ 1) - A Simple MCP Demo With Client & Server python mcp server pip install git+https://github.com/Cookie-HOO/hello-mcp
• claude-mcp-mouse-controle 🐍 🏠 (⭐ 1) - Python-based python pip install git+https://github.com/DamienMarill/claude-mcp-mouse-controle
• feishu-bot-mcp-server 🐍 🏠 (⭐ 1, 🍴 1, 🐛 5) - A Python server implementation for Feishu (Lark) bot that follows the Model Context Protocol (MCP). This server provides a standardized interface for handling automated messaging and context-aware interactions within enterprise Feishu environments. python mcp server pip install git+https://github.com/loonghao/feishu-bot-mcp-server
• hjlarry_dify-plugin-mcp_server 🐍 🏠 (⭐ 1, 🍴 1) - Mirror of https://github.com/hjlarry/dify-plugin-mcp_server python mcp server http pip install git+https://github.com/MCP-Mirror/hjlarry_dify-plugin-mcp_server
• hostbridge-mcp 🐍 🏠 (⭐ 1, 🍴 2, 🐛 3) - MCP server for simplified framework deployments on shared hosting environments python mcp server pip install git+https://github.com/elblanco2/hostbridge-mcp
• irtoolshed-mcp-server 🐍 🏠 (⭐ 1) - an MCP server providing tools for network incident response folks python mcp server pip install git+https://github.com/rossja/irtoolshed-mcp-server
• langchain-mcp-chat-platform 🐍 🏠 (⭐ 1) - A versatile chat platform that integrates LangChain, custom MCP servers, and various AI models for enhanced chat capabilities. python mcp server ai pip install git+https://github.com/BilalAltundag/langchain-mcp-chat-platform
• lenwood_cfbd-mcp-server 🐍 🏠 (⭐ 1, 🍴 1) - Mirror of https://github.com/lenwood/cfbd-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/lenwood_cfbd-mcp-server
• maccam912_searxng-mcp-server 🐍 🏠 (⭐ 1, 🍴 1) - Mirror of https://github.com/maccam912/searxng-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/maccam912_searxng-mcp-server
• MCP_Hackathon_docs 🏠 (⭐ 1) - Read the docs Documentation for the MIT decentralized AI, MCP hackathon html ai decentralized hackathon mcp git clone https://github.com/aidecentralized/MCP_Hackathon_docs
• MCP_Servers 🐍 🏠 (⭐ 1) - This repository offers MCP servers for different purposes, aiming to support developers who want to build similar systems. python mcp server ai pip install git+https://github.com/DannyyLC/MCP_Servers
• mcp-clamav 🐍 🏠 (⭐ 1, 🍴 1) - ClamAV MCP Server to scan files for viruses python mcp server pip install git+https://github.com/a2amarket/mcp-clamav
• mcp-core 🐍 🏠 (⭐ 1) - Foundational backend for MCP infrastructure. python ai artificial-intelligence docker mcp pip install git+https://github.com/brunosantoslab/mcp-core
• mcp-msgraph 🐍 🏠 (⭐ 1, 🍴 1) - A prototype MCP server which reads a user profile from Microsoft Graph. python mcp server pip install git+https://github.com/kevinbellinger/mcp-msgraph
• mcp-demo 🐍 🏠 (⭐ 1) - A simplest MCP system implemented in Python, including a client and several servers. python mcp server pip install git+https://github.com/heureux831/mcp-demo
• MCP-Demo 🐍 🏠 (⭐ 1) - This project is a simple vibe coded example of how an MCP Server could return a tool to the requesting client. python mcp server pip install git+https://github.com/srivatssan/MCP-Demo
• mcp-devps-hub 🐍 🏠 (⭐ 1) - MCP server for end-to-end development visibility (Jira, GitHub, CI/CD, etc.) python mcp server http git pip install git+https://github.com/SBDI/mcp-devps-hub
• mcp-terraform-assistant 🐍 🏠 (⭐ 1, 🍴 2) - An MCP server for managing infrastructure as code using Terraform python mcp server http git pip install git+https://github.com/guilhermeyoshida/mcp-terraform-assistant
• mcp-terraform-aws-provider-docs 📘 🏠 (⭐ 1) - Deno/TypeScript MCP Server providing context related to the AWS provider for Terragrunt documentation. http aws ai git github npm install Excoriate/mcp-terraform-aws-provider-docs
• mcp-terraform-python 🐍 🏠 (⭐ 1) - MCP server to run terraform operations locally python mcp server local http pip install git+https://github.com/westonplatter/mcp-terraform-python
• mcp-weather-alert-tool 🐍 🏠 📇 (⭐ 1) - A Python MCP (Model Context Protocol) server that fetches real-time weather alerts by U.S. state using api.weather.gov, built with FastMCP and integrated into Claude Desktop. python mcp server api go pip install git+https://github.com/nahilahmed/mcp-weather-alert-tool
• mcpRAG 🐍 🏠 (⭐ 1) - rag using Ollama as emebddings, gemini as LLM and MCP server for agentic use python mcp server llm pip install git+https://github.com/rajagopal17/mcpRAG
• MCPs-and-ADKs 🐍 🏠 (⭐ 1) - MCP server and AI agents python mcp server ai pip install git+https://github.com/thidaskaveesha/MCPs-and-ADKs
• MSPaint-MCP-Server-V2 🐍 🏠 (⭐ 1) - Using Advanced AI Prompting to enhance LLM planning to solve complex math problems and draw the answer on MSPaint Canvas python ai llm pip install git+https://github.com/shettysaish20/MSPaint-MCP-Server-V2
• n8n-node-mcp-server 📜 🏠 (⭐ 1) - MCP server for accessing N8N node information through Claude Desktop javascript ai-tools automation claude mcp npm install ari-json/n8n-node-mcp-server
• mcp-remote-call-ping-pong 🏠 (⭐ 1, 🍴 2, 🐛 1) - 🏓 An experimental and educational script for Ping-pong server demonstrating remote MCP (Model Context Protocol) calls html fastapi fastmcp mcp mcp-client git clone https://github.com/kimtth/mcp-fastapi-ping-pong
• mcp-scraper-engine 🐍 🏠 📇 (⭐ 1) - Basic MCP Server for Web Scraping python mcp server api web pip install git+https://github.com/un4ckn0wl3z/mcp-scraper-engine
• MCP-server 🐍 🏠 (⭐ 1, 🍴 1) - My attempt at an MCP server for dbSNP. python mcp server pip install git+https://github.com/mattshu0410/MCP-server
• Mcp-Server_OpenAI-Chat 📘 🏠 📇 (⭐ 1, 🍴 1) - AI-powered todo assistant with Google Calendar integration using OpenAI's API and Model Context Protocol (MCP) support for natural language task management. typescript ai llm mcp api npm install mertadali/Mcp-Server_OpenAI-Chat
• mcp-server-aws 🐍 🏠 (⭐ 1) - POC : MCP server with openAI agents SDK python mcp server ai pip install git+https://github.com/anirban1592/mcp-server-aws
• mcp-server-count-r- 🐍 🏠 (⭐ 1) - Simple MCP Server to count char "r" python mcp server pip install git+https://github.com/ma3u/mcp-server-count-r-
• mcp-server-hcp-terraform 🐍 🏠 (⭐ 1, 🍴 1) - MCP server for working with HCP Terraform python mcp server http ai pip install git+https://github.com/dulltz/mcp-server-hcp-terraform
• mcp-server-weather-forecast 🐍 🏠 (⭐ 1) - Get weather forecasts using an AI agent and an MCP server. python mcp server ai pip install git+https://github.com/hitechdk/mcp-server-weather-forecast
• mcp-server-youtube 🐍 🏠 (⭐ 1) - A Model Context Protocol (MCP) server enabling interaction with YouTube (search, video details) from compatible host applications like Claude for Desktop, Cursor, Windurf. python mcp server ai pip install git+https://github.com/davo20019/mcp-server-youtube
• mcp-servers 🏠 (⭐ 1) - Curated lists of mcp servers to use with ai agents or claude desktop mcp server ai git clone https://github.com/Abdssamie/mcp-servers
• mcp-qa-example 🐍 🏠 (⭐ 1) - Model Context Protocol (MCP) 開發的範例，用於與 Langflow 文檔問答系統進行交互。它允許您直接在 Claude 中查詢 Langflow 應用，並獲取回應。 python mcp pip install git+https://github.com/jell0720/mcp-qa-example
• mcp-server-weather-python 🐍 🏠 (⭐ 1, 🍴 2) - a mcp server for get weather.use python python mcp server pip install git+https://github.com/yestarz/mcp-server-weather-python
• mcp-solana-internet 🐍 🏠 📇 (⭐ 1) - Solana-based micropayment server using MCP. 💰 Facilitates direct SOL transfers for resource access control via a Flask API. 🔑 Returns solana-action: URIs for unsigned transactions, validated on-chain. ✅ Includes robust transaction checks, resource pricing, and basic access management. 🧪 python mcp server api ai pip install git+https://github.com/waifuai/mcp-solana-internet
• mysql_mcpserver_stdio_sse 🐍 🏠 (⭐ 1) - 批量生成基于mysql数据库的mcpserver,支持stdio传输。Generate MCP servers in batch based on MySQL database, supporting stdio transmission. python mcp server database mysql pip install git+https://github.com/lanjunfei/mysql_mcpserver_stdio
• mysql-mcp-server-sse 🐍 🏠 (⭐ 1, 🍴 1) - Servidor de Consultas MySQL baseado em MCP com suporte a SSE e segurança avançada python mcp mysql pip install git+https://github.com/fersoftware/mysql-mcp-server-sse
• neosapience_typecast-api-mcp-server-sample 🐍 🏠 📇 (⭐ 1) - Mirror of https://github.com/neosapience/typecast-api-mcp-server-sample python mcp server api http pip install git+https://github.com/MCP-Mirror/neosapience_typecast-api-mcp-server-sample
• notebook_mcp 🐍 🏠 (⭐ 1) - mcp server for your personal notes python mcp server pip install git+https://github.com/redthing1/notebook_mcp
• nps-explorer-mcp-server 📘 🏠 📇 (⭐ 1, 🍴 1, 🐛 2) - A Model Context Protocol (MCP) server on Cloudflare Workers, letting you query APIs for park overviews, trails, alerts, events, weather forecasts, and more via simple tool calls from your LLM of choice. typescript ai mcp-server modelcontextprotocol mcp npm install Kyle-Ski/nps-explorer-mcp-server
• openapi-integrator-mcp 📜 🏠 📇 (⭐ 1) - Node.js-based api http ai openai git npm install slot181/openapi-integrator-mcp
• mcp-vercel-server 🐍 🏠 (⭐ 1) - An MCP Compliant Server that defines 9 tools for working with Vercel deployment data. python mcp server pip install git+https://github.com/jasona7/mcp-vercel-server
• mcp-voice 🏠 (⭐ 1) - MCP-Server for Voice AI with OpenAI mcp server ai git clone https://github.com/mario-andreschak/mcp-voice
• mcp-wait 🐍 🏠 (⭐ 1, 🍴 1) - Test MCP Server for Waiting python mcp server ai pip install git+https://github.com/7shi/mcp-wait
• mcp-wikipedia 🐍 🏠 (⭐ 1) - A simple MCP Server in Python for working with Wikipedia topic content in a GenAI context python generative-ai llm mcp mcp-server pip install git+https://github.com/danbunnell/mcp-wikipedia
• OpenTorah-ai_mcp-sefaria-server 🐍 🏠 (⭐ 1, 🍴 1) - Mirror of https://github.com/OpenTorah-ai/mcp-sefaria-server python mcp server ai http pip install git+https://github.com/MCP-Mirror/OpenTorah-ai_mcp-sefaria-server
• oras-mcp 📘 🏠 (⭐ 1, 🍴 3, 🐛 2) - ORAS MCP Server (TypeScript-based) typescript ai artifact mcp oci npm install shizhMSFT/oras-mcp
• prometheus-mcp 🐍 🏠 📇 (⭐ 1, 🍴 3, 🐛 2) - MCP server to connect LLMs with Prometheus HTTP API python mcp server api llm pip install git+https://github.com/etruong42/prometheus-mcp
• pox-mcp-server 🐍 🏠 (⭐ 1, 🍴 6, 🐛 4) - A Model Context Protocol (MCP) server for the POX SDN controller python mcp server http git pip install git+https://github.com/davidlin2k/pox-mcp-server
• qhdrl12_mcp-server-gemini-image-generator 🐍 🏠 (⭐ 1) - Mirror of https://github.com/qhdrl12/mcp-server-gemini-image-generator python mcp server http pip install git+https://github.com/MCP-Mirror/qhdrl12_mcp-server-gemini-image-generator
• quran_cloud_mcp_server 🐍 🏠 📇 (⭐ 1, 🍴 2, 🐛 1) - MCP server to help LLMs to get access to Quran API (https://alquran.cloud/api). python mcp server api llm pip install git+https://github.com/marwanWaly/quran_cloud_mcp_server
• ragflow_mcp_server 🐍 🏠 (⭐ 1, 🐛 1) - A mcp server to retrieve documents from ragflow python mcp server pip install git+https://github.com/xiangmy21/ragflow_mcp_server
• simple-mcp-ollama-bridge 🐍 🏠 (⭐ 1, 🍴 1) - A Simple bridge from Ollama to a fetch url mcp server python mcp server pip install git+https://github.com/virajsharma2000/simple-mcp-ollama-bridge
• sdkman-mcp 🐍 🏠 (⭐ 1) - A Model Context Protocol (MCP) server for SDKMAN. Can help you execute the SDK from any command line. python mcp server pip install git+https://github.com/ocean-zhc/sdkman-mcp
• rednote_mcp 🐍 🏠 (⭐ 1, 🍴 1) - MCP Server for the Rednote(xiaohongshu), supporting various operations. python mcp server pip install git+https://github.com/wuzufeng/rednote_mcp
• scaflog-zoho-mcp-server 🐍 🏠 (⭐ 1, 🍴 4, 🐛 4) - MCP Server for Scaflog Zoho Creator App python mcp server pip install git+https://github.com/mastercode-io/scaflog-zoho-mcp-server
• simple_mcp_server_with_langgraph 🐍 🏠 (⭐ 1, 🍴 1) - Simple MCP server with Langgraph. python mcp server pip install git+https://github.com/EunsuGoh/simple_mcp_server_with_langgraph
• simple-mcp 📘 🏠 (⭐ 1, 🍴 1, 🐛 2) - A simple TypeScript library for creating MCP servers. typescript ai mcp model-context-protocol server npm install ribeirogab/simple-mcp
• Sivan22_mcp-sefaria-server 🐍 🏠 (⭐ 1, 🍴 1) - Mirror of https://github.com/Sivan22/mcp-sefaria-server python mcp server http pip install git+https://github.com/MCP-Mirror/Sivan22_mcp-sefaria-server
• SMMS_Semantic-Map-MCP-Server 🐍 🏠 (⭐ 1) - The repository SMMS creates an MCP server for instance-level semantic maps and provides a series of functional modules for 3D instance objects in semantic maps. python mcp server pip install git+https://github.com/yongzhouwangbowen/SMMS_Semantic-Map-MCP-Server
• spotify_mcp 🐍 🏠 (⭐ 1, 🐛 1) - Python-based python pip install git+https://github.com/Naunau75/spotify_mcp
• spotify-mcp 🐍 🏠 (⭐ 1) - A simple python spotify mcp server python mcp server go typescript pip install git+https://github.com/254binaryninja/spotify-mcp
• stela-mcp 🐍 🏠 (⭐ 1, 🍴 1, 🐛 1) - MCP server for local system operations python mcp server pip install git+https://github.com/Sachin-Bhat/stela-mcp
• SuperMapMCP 🐍 🏠 (⭐ 1) - MCP Client和Server, 实现shapefile导入到数据库。 python mcp server pip install git+https://github.com/liyq0307/SuperMapMCP
• tamagotchi-mcp-server 🐍 🏠 (⭐ 1) - 實作簡易的 Tamagotchi MCP Server，模擬電子雞遊戲 python mcp server go pip install git+https://github.com/wai-imyen/tamagotchi-mcp-server
• template-mcp-server 🐍 🏠 (⭐ 1) - PDM template for developing an MCP server python mcp server pip install git+https://github.com/pdm-project/template-mcp-server
• toio-mcp 🐍 🏠 (⭐ 1, 🐛 2) - toio-mcp is a MCP server for toio™ python mcp server pip install git+https://github.com/comoc/toio-mcp
• weather-my-mcp 🐍 🏠 📇 (⭐ 1, 🍴 3) - Model Context Protocol (MCP) server that provides weather information from Malaysia Government's Open API python agent mcp weather server pip install git+https://github.com/yting27/weather-my-mcp
• whoami-mcp 🐍 🏠 (⭐ 1, 🍴 3, 🐛 2) - A lightweight MCP server that tells you exactly who you are. python mcp server pip install git+https://github.com/kukapay/whoami-mcp
• wifi-mcp-server 🐍 🏠 (⭐ 1) - MCP server demo for Wi-Fi queries on Linux distros python mcp server pip install git+https://github.com/krish2718/wifi-mcp-server
• mcp0 🔷 🏠 (⭐ 1, 🍴 1) - Secure MCP (Model Context Protocol) servers configurator/inspector/proxy with hot reload support. Configure once, reuse with any MCP client. c# ai hot-reload llm mcp git clone https://github.com/ins0mniaque/mcp0
• timetagger-mcp 🐍 🏠 (⭐ 1, 🐛 2) - A MCP server for the timetagger tool, allowing you to start, stop timers and get reports directly from your MCP Client python mcp server pip install git+https://github.com/regismesquita/timetagger-mcp
• tpc-server 🐍 🏠 (⭐ 1, 🍴 1, 🐛 1) - Thoughts Plans Changelog is an MCP compliant server for coding with AI agents python mcp server ai pip install git+https://github.com/suttonwilliamd/tpc-server
• yunqiqiliang_mcp-clickzetta-server 🐍 🏠 (⭐ 1) - Mirror of https://github.com/yunqiqiliang/mcp-clickzetta-server python mcp server http pip install git+https://github.com/MCP-Mirror/yunqiqiliang_mcp-clickzetta-server
• MCP-for-VuFind 🐍 🏠 (⭐ 1) - a simple MCP Server for VuFind python mcp server pip install git+https://github.com/jaohbib/MCP-for-VuFind
• mcp-config-manager 🐍 🏠 (⭐ 1, 🍴 1) - This package provides functionality to manage MCP server configurations for different clients like Cline and Claude Desktop. python mcp server pip install git+https://github.com/easytocloud/mcp-config-manager
• mcp-dice 🐍 🏠 (⭐ 1, 🍴 6, 🐛 2) - A MCP server enabling LLMs to roll dice python mcp server llm pip install git+https://github.com/yamaton/mcp-dice
• mcp-example 🐍 🏠 (⭐ 1) - Model Context Protocol Example (Server & Client) python server pip install git+https://github.com/buraketmen/mcp-example
• mcp-gnews 🐍 🏠 (⭐ 1, 🍴 3) - MCP server to give client the ability to searching related news on the internet python mcp server pip install git+https://github.com/algonacci/mcp-gnews
• mcp-histfile 🐍 🏠 (⭐ 1, 🍴 2, 🐛 2) - An MCP(Model Context Protocol) Server for retrieving and sharing your bash/zsh history with MCP Client (Cursor, Claude etc.) python mcp server pip install git+https://github.com/rajpdus/mcp-histfile
• mcp-llm-sandbox 📘 🏠 (⭐ 1) - Complete sandbox for augmenting LLM inference (local or cloud) with MCP Client-Server. Low friction testbed for MCP Server validation and agentic evaluation. typescript llm mcp mcp-client mcp-server npm install tmcarmichael/mcp-scaffold
• mcp2brave 🐍 🏠 📇 (⭐ 1, 🍴 5, 🐛 3) - 一个MCP服务器，基于Brave API让你的Claude Cline以及Langchain实现网络搜索功能。An MCP server that use Brave API allows your Claude Cline and Langchain to implement network search functions. python mcp server api ai pip install git+https://github.com/mcp2everything/mcp2brave
• nrepl-mcp 🐍 🏠 (⭐ 1, 🍴 2) - simple MCP server for nREPL python mcp server pip install git+https://github.com/cat-state/nrepl-mcp
• X3r0K_BurpSuite-MCP-Server 🐍 🏠 (⭐ 1) - Mirror of https://github.com/X3r0K/BurpSuite-MCP-Server python mcp server http pip install git+https://github.com/MCP-Mirror/X3r0K_BurpSuite-MCP-Server
• lalanikarim_comfy-mcp-server 🐍 🏠 (⭐ 1, 🍴 2) - Mirror of https://github.com/lalanikarim/comfy-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/lalanikarim_comfy-mcp-server
• mcp-translation-server 🐍 🏠 (⭐ 1, 🍴 2, 🐛 1) - High-performance Manchu-Chinese translation server implementing the Model Context Protocol (MCP) python mcp server pip install git+https://github.com/KYBvWHxW/mcp-translation-server
• tik-tak-toe-mcp 🐍 🏠 (⭐ 1) - Python-based python pip install git+https://github.com/Kvadratni/tik-tak-toe-mcp
• youtube-mcp-server 🐍 🏠 (⭐ 1, 🍴 1) - MCP server to fetch and extract transcripts from YouTube videos. Enable AI/LLMs to have access to transcripts for further actions like summarize, write blog.. python claude mcp mcp-server model-context-protocol pip install git+https://github.com/PrajwalPrashanth/youtube-mcp-server
• evangstav_python-memory-mcp-server 🐍 🏠 (⭐ 1, 🍴 1) - Mirror of https://github.com/evangstav/python-memory-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/evangstav_python-memory-mcp-server
• mcpd 🐍 🏠 (⭐ 1, 🍴 1, 🐛 2) - Model Context Protocol Daemon - a tool for installing, running and managing MCP servers python mcp mcpd model-context-protocol server pip install git+https://github.com/Pixeladed/mcpd
• -Creating-a-MCP-Server-for-Claude-AI-Assistant-to-interact-with-GitHub-and-demonstrate-its-Use- 🏠 - " Creating a MCP Server for Claude AI Assistant to interact with GitHub and demonstrate its Use " mcp server ai git clone https://github.com/Preeti75/-Creating-a-MCP-Server-for-Claude-AI-Assistant-to-interact-with-GitHub-and-demonstrate-its-Use-
• Bagel 🏠 - ChatGPT for physical data. Troubleshoot your robots and drones with natural language. No fuss. http ai git github
• Agentset AI 🏠 - RAG on your data using MCP protocol http ai git github
• 100-training-of-mcp-servers 🏠 - MCPサーバーを100個作ってみるトレーニング mcp git clone https://github.com/Ossamoon/100-training-of-mcp-servers
• aind-metadata-mcp 🐍 🏠 - MCP server for AIND metadata python mcp server ai pip install git+https://github.com/AllenNeuralDynamics/aind-metadata-mcp
• alibabacloud-dms-mcp-server 🐍 🏠 - A universal multi-cloud data MCP Server supporting over 30 types of data source connections, providing secure, cross-source data access in a single platform.
Supports full range of Alibaba Cloud services and Mainstream databases/data warehouses. python ai analyticsdb claude clickhouse pip install git+https://github.com/shawaizshabbir/alibabacloud-dms-mcp-server
• aiowhitebit-mcp 🐍 🏠 📇 - Message Control Protocol (MCP) server and client implementation for WhiteBit cryptocurrency exchange API. Built on top of aiowhitebit library. python pypi-package mcp server api pip install git+https://github.com/doubledare704/aiowhitebit-mcp
• alpha-ess-mcp-server 🐍 🏠 - MCP server for your AlphaESS system python mcp server pip install git+https://github.com/michaelkrasa/alpha-ess-mcp-server
• astro_mcp 🐍 🏠 - mcp server for desi and other surveys python mcp server pip install git+https://github.com/SandyYuan/astro_mcp
• analog_circuit_simulate_mcp_server 🐍 🏠 - the mcp server to run circuit simulation with ngspice python mcp server pip install git+https://github.com/abelzhao/analog_circuit_simulate_mcp_server
• aviation_stack_mcp 🐍 🏠 - Python-based python pip install git+https://github.com/mohitatust/aviation_stack_mcp
• aws-boto3-mcp-private 🐍 🏠 - AWS Boto3 (Pyton) MCP Server python mcp server aws pip install git+https://github.com/didier-durand/aws-boto3-mcp-private
• abhijeetka_mcp-k8s-server 🐍 🏠 - Mirror of https://github.com/abhijeetka/mcp-k8s-server python mcp server http pip install git+https://github.com/MCP-Mirror/abhijeetka_mcp-k8s-server
• abhishekbhakat_airflow-mcp-server 🐍 🏠 - Mirror of https://github.com/abhishekbhakat/airflow-mcp-server python mcp server ai http pip install git+https://github.com/MCP-Mirror/abhishekbhakat_airflow-mcp-server
• aider-mcp 📘 🏠 - WebSocket server that exposes Aider's AI coding capabilities through the Model Context Protocol (MCP) for programmatic access typescript ai-coding aider mcp-server model-context-protocol npm install larock22/aider-mcp
• Alertium 🐍 🏠 - Modular server for handling MCP protocol python mcp server git clone https://github.com/Javoo-bot/mcp_server
• HOA-mcp-server 🐍 🏠 - MCP Server to retrieve relevant information from HOA documents python mcp server pip install git+https://github.com/bloobglob/HOA-mcp-server
• aarora79_aws-cost-explorer-mcp-server 🐍 🏠 - Mirror of https://github.com/aarora79/aws-cost-explorer-mcp-server python mcp server http aws pip install git+https://github.com/MCP-Mirror/aarora79_aws-cost-explorer-mcp-server
• abel9851_mcp-server-mariadb 🐍 🏠 - Mirror of https://github.com/abel9851/mcp-server-mariadb python mcp server http pip install git+https://github.com/MCP-Mirror/abel9851_mcp-server-mariadb
• AdamPippert_multi-service-mcp-server 🐍 🏠 - Mirror of https://github.com/AdamPippert/multi-service-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/AdamPippert_multi-service-mcp-server
• Agent-MCP-Math-Draw 🐍 🏠 - Agentic MCP Client Server that solves a math task and draws output in rectangle in a drawing app. python mcp server aws pip install git+https://github.com/movva09/Agent-MCP-Math-Draw
• Agent-MCP-Math-Email 🐍 🏠 - Agent with MCP server solves math task and emails the output python mcp server ai pip install git+https://github.com/movva09/Agent-MCP-Math-Email
• agently-mcp-hellogoodbye 🐍 🏠 - A simple example MCP server that demonstrates basic tool implementation with hello and goodbye functionality python mcp server go pip install git+https://github.com/onwardplatforms/agently-mcp-hellogoodbye
• aip-mcp-server 🐍 🏠 - Secure agentic tool repo with execution environment python pip install git+https://github.com/aipracticegovsg/aip-mcp-server
• ai-zerolab_mcp-email-server 🐍 🏠 - Mirror of https://github.com/ai-zerolab/mcp-email-server python mcp server ai http pip install git+https://github.com/MCP-Mirror/ai-zerolab_mcp-email-server
• Airbnb-mcp 🐍 🏠 - integrating Airbnb MCP servers with LangChain and Groq using a browser-based interface python mcp server ai pip install git+https://github.com/suvraadeep/Airbnb-mcp
• AlekseyKapustyanenko/NihFix.Postgres.Mcp 🔷 🏠 - Facilitates real-time AI agent interactions with PostgreSQL databases using SSE and STDIO protocols. database http postgres ai git
• aliyun_alibabacloud-adb-mysql-mcp-server 🐍 🏠 - Mirror of https://github.com/aliyun/alibabacloud-adb-mysql-mcp-server python mcp server http mysql pip install git+https://github.com/MCP-Mirror/aliyun_alibabacloud-adb-mysql-mcp-server
• aliyun_alibabacloud-hologres-mcp-server 🐍 🏠 - Mirror of https://github.com/aliyun/alibabacloud-hologres-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/aliyun_alibabacloud-hologres-mcp-server
• alpaca-mcp 🐍 🏠 📇 - MCP Server for Alpaca Crypto API python mcp server api pip install git+https://github.com/berlinbra/alpaca-mcp
• andi-mcp 🐍 🏠 - My personal MCP server. python mcp server pip install git+https://github.com/ajerni/andi-mcp
• anki-mcp 🐍 🏠 - Anki MCP server (Python-based) python mcp server pip install git+https://github.com/johwiebe/anki-mcp
• aws-athena-mcp-server 🐍 🏠 - AWS Athena MCP Server python mcp server aws pip install git+https://github.com/vipink1203/aws-athena-mcp-server
• asr_mcp_server 🐍 🏠 - A Model Context Protocol (MCP) server that provides ASR(Automatic Speech Recognition) capabilities using the whisper engine. This server exposes TTS functionality through MCP tools, making it easy to integrate speech synthesis into your applications. python mcp server pip install git+https://github.com/vidau-ai/asr_mcp_server
• aws-cost-mcp 🐍 🏠 - Python-based python pip install git+https://github.com/CRED-CLUB/aws-cost-mcp
• aws-mcp-infra-helper 🐍 🏠 - This creates an MCP server enabling Claude to run security scans on Terraform code, create architecture diagrams of your AWS cloud architectures and execute terraform commands to deploy or modify resources python mcp server aws pip install git+https://github.com/madhurprash/aws-mcp-infra-helper
• aws-sample-gen-ai-mcp-server 🐍 🏠 - sample code using gen-ai(bedrock) with mcp-server python mcp server ai pip install git+https://github.com/jikang-jeong/aws-sample-gen-ai-mcp-server
• AlphavantageMCPServer 🐍 🏠 - Alphavantage MCP Server python mcp server pip install git+https://github.com/DonMorr/AlphavantageMCPServer
• amidabuddha_unichat-mcp-server 🐍 🏠 - Mirror of https://github.com/amidabuddha/unichat-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/amidabuddha_unichat-mcp-server
• anjor_coinmarket-mcp-server 🐍 🏠 - Mirror of https://github.com/anjor/coinmarket-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/anjor_coinmarket-mcp-server
• Ankit2533/multi-agenticdeepresearch 🏠 - A multi-agent deep researcher leveraging MCP to orchestrate AI agents for collaborative deep web searches and knowledge synthesis. web http ai git github
• Ankit2533/research 🏠 - A multi-agent deep researcher leveraging MCP to perform comprehensive web searches with Linkup and CrewAI orchestration. web http ai git github
• azsap-mcp 🐍 🏠 - Model Context Protocol Server for SAP on Azure Solutions python server azure pip install git+https://github.com/ArchitectRavi/azsap-mcp
• azure-cli-mcp-using-python 🏠 - MCP server to access Azure using az commands. mcp server azure git clone https://github.com/devanshjainms/azure-cli-mcp-using-python
• bilka_mcp 🐍 🏠 - MCP Server for BilkaToGo python mcp server go pip install git+https://github.com/KristianSchmidt/bilka_mcp
• anshumax_world_bank_mcp_server 🐍 🏠 - Mirror of https://github.com/anshumax/world_bank_mcp_server python mcp server http pip install git+https://github.com/MCP-Mirror/anshumax_world_bank_mcp_server
• bigquery-mcp-server 🐍 🏠 - bigquery mcp server (read only) python mcp server pip install git+https://github.com/osushinekotan/mcp-servers
• bci-mcp 🐍 🏠 - Brain-Computer Interface (BCI) implementation with Model Context Protocol (MCP) for advanced neural signal processing and AI integration python mcp ai pip install git+https://github.com/enkhbold470/bci-mcp
• bilibili-mcp-server 🐍 🏠 - mcp-server学习 (Python-based) python mcp server pip install git+https://github.com/LittleSix1/bilibili-mcp-server
• HatriGt_hana-mcp-server 🐍 🏠 - Mirror of https://github.com/HatriGt/hana-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/HatriGt_hana-mcp-server
• hellokaton_unsplash-mcp-server 🐍 🏠 - Mirror of https://github.com/hellokaton/unsplash-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/hellokaton_unsplash-mcp-server
• hellomcp 🐍 🏠 - The minimal Python MCP server implementation with MCP Python SDK. python mcp server pip install git+https://github.com/bioerrorlog/hellomcp
• hot-update-MCP-Server 🐍 🏠 - A hot-update MCP Server demo python mcp server pip install git+https://github.com/whitejoce/hot-update-MCP-Server
• heurist-network_heurist-mesh-mcp-server 🐍 🏠 - Mirror of https://github.com/heurist-network/heurist-mesh-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/heurist-network_heurist-mesh-mcp-server
• HarshJ23_deepseek-claude-MCP-server 🐍 🏠 - Mirror of https://github.com/HarshJ23/deepseek-claude-MCP-server python mcp server http pip install git+https://github.com/MCP-Mirror/HarshJ23_deepseek-claude-MCP-server
• Hawstein_mcp-server-reddit 🐍 🏠 - Mirror of https://github.com/Hawstein/mcp-server-reddit python mcp server http aws pip install git+https://github.com/MCP-Mirror/Hawstein_mcp-server-reddit
• HelloMCP 🐍 🏠 - A repository for MCP (Model Context Protocol) examples and demos python mcp pip install git+https://github.com/hubgetter/HelloMCP
• home-assistant-mcp-color 🐍 🏠 - A Model Context Protocol (MCP) integration that enables AI assistants to search for and control Home Assistant devices through natural language commands in Cursor. python mcp ai pip install git+https://github.com/tedostrem/home-assistant-mcp-color
• hannesrudolph_sqlite-explorer-fastmcp-mcp-server 🐍 🏠 - Mirror of https://github.com/hannesrudolph/sqlite-explorer-fastmcp-mcp-server python mcp server http sqlite pip install git+https://github.com/MCP-Mirror/hannesrudolph_sqlite-explorer-fastmcp-mcp-server
• how-to-create-a-MCP-server 🏠 - A guide on creating Model Context Protocol (MCP) servers - explaining the architecture, implementation, and best practices. mcp server ai git clone https://github.com/chevonai/how-to-create-a-MCP-server
• insights-mcp-server 🐍 🏠 - Red Hat Insights MCP Server POC python mcp server pip install git+https://github.com/psegedy/insights-mcp-server
• InternetSearch-mcp-server 🐍 🏠 - 一个用于联网搜索的MCP服务器 (Python-based) python mcp pip install git+https://github.com/mingdedi/Internetsearch-mcp-server
• ibrooksSDX_mcp-server-opensearch 🐍 🏠 - Mirror of https://github.com/ibrooksSDX/mcp-server-opensearch python mcp server http pip install git+https://github.com/MCP-Mirror/ibrooksSDX_mcp-server-opensearch
• ireland_mcp_server 🐍 🏠 - MCP for Comic Book Database python mcp database pip install git+https://github.com/jeromewoody/ireland_mcp_server
• http-sse-mcp-starter 🐍 🏠 - A lightweight implementation of the Model Context Protocol (MCP) server using Server-Sent Events. Features a Wikipedia article parser that converts content to Markdown format. Demonstrates client-server MCP communication over HTTP. python mcp server http pip install git+https://github.com/codingaslu/http-sse-mcp-starter
• j-archive-mcp 🏠 - A J-Archive MCP server for GitHub Copilot & other AI assistants html mcp server ai git clone https://github.com/abdyer/j-archive-mcp
• hydra-mcp 🐍 🏠 - Just a test project for an intermediate server between endpoints and Claude's MCP python ai claude mcp server pip install git+https://github.com/keyboardsmoke/hydra-mcp
• hyperscale-mcp 🐍 🏠 - An MCP server for Hyperscale python mcp server pip install git+https://github.com/adalundhe/hyperscale-mcp
• hyperskill-mcp-server 🐍 🏠 - MCP Server to search and access Hyperskill educational content python mcp server pip install git+https://github.com/vyahhi/hyperskill-mcp-server
• image-builder-mcp 🏠 - An MCP server to connect image-builder to an AI/LLM mcp server ai llm git clone https://github.com/schuellerf/image-builder-mcp
• jira-mcp-server 🐍 🏠 - An experimental MCP server to allow LLMs to interact with Jira python mcp server llm pip install git+https://github.com/chasepd/jira-mcp-server
• jotform-mcp-server 🐍 🏠 📇 - MCP Server for interacting with the Jotform API, generated from the original Python client. python mcp server api pip install git+https://github.com/The-AI-Workshops/jotform-mcp-server
• jaipandya_producthunt-mcp-server 🐍 🏠 - Mirror of https://github.com/jaipandya/producthunt-mcp-server python mcp server ai http pip install git+https://github.com/MCP-Mirror/jaipandya_producthunt-mcp-server
• jira-mcp 🐍 🏠 - a simple mcp server for querying jira tasks python mcp server pip install git+https://github.com/chuan-khuna/jira-mcp
• JiraMCPServer 🐍 🏠 - A simple protoype of a MCP server for Jira python mcp server pip install git+https://github.com/harshalmittal4/JiraMCPServer
• jszemcp 🐍 🏠 - For MCP Server Development python mcp server pip install git+https://github.com/Potasio101/jszemcp
• jasiekkk/jan-stripe 📘 🏠 ☁️ - Deploy a remote MCP server on Cloudflare Workers without authentication, enabling seamless integration with Cloudflare AI Playground and local MCP clients. remote local auth http ai
• jonemo_openpyxl-mcp-server 🐍 🏠 - Mirror of https://github.com/jonemo/openpyxl-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/jonemo_openpyxl-mcp-server
• jordy33_iot_mcp_server 🐍 🏠 - Mirror of https://github.com/jordy33/iot_mcp_server python mcp server http pip install git+https://github.com/MCP-Mirror/jordy33_iot_mcp_server
• jquants-free-mcp-server 🐍 🏠 📇 - J-Quants APIの無償版で利用可能な機能のMCPサーバー python mcp api pip install git+https://github.com/cygkichi/jquants-free-mcp-server
• jakeyShakey_umami_mcp_server 🐍 🏠 - Mirror of https://github.com/jakeyShakey/umami_mcp_server python mcp server http pip install git+https://github.com/MCP-Mirror/jakeyShakey_umami_mcp_server
• jasonsum_gmail-mcp-server 🐍 🏠 - Mirror of https://github.com/jasonsum/gmail-mcp-server python mcp server ai http pip install git+https://github.com/MCP-Mirror/jasonsum_gmail-mcp-server
• jedrazb_elastic-semantic-search-mcp-server 🐍 🏠 - Mirror of https://github.com/jedrazb/elastic-semantic-search-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/jedrazb_elastic-semantic-search-mcp-server
• JANHMS_needle-mcp-server 🐍 🏠 - Mirror of https://github.com/JANHMS/needle-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/JANHMS_needle-mcp-server
• Jina AI MCP Tools - A Model Context Protocol (MCP) server that integrates with Jina AI Search Foundation APIs. jina ai search
• joaowinderfeldbussolotto_MCP-Websearch-Server 🐍 🏠 - Mirror of https://github.com/joaowinderfeldbussolotto/MCP-Websearch-Server python mcp server web http pip install git+https://github.com/MCP-Mirror/joaowinderfeldbussolotto_MCP-Websearch-Server
• kakimochi_ros2-mcp-server 🐍 🏠 - Mirror of https://github.com/kakimochi/ros2-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/kakimochi_ros2-mcp-server
• kenhuangus_mcp-vulnerable-server-demo 🐍 🏠 - Mirror of https://github.com/kenhuangus/mcp-vulnerable-server-demo python mcp server http pip install git+https://github.com/MCP-Mirror/kenhuangus_mcp-vulnerable-server-demo
• kev-mcp 🐍 🏠 - kev-mcp server (Python-based) python mcp server pip install git+https://github.com/yeger00/kev-mcp
• imlewc_elasticsearch7-mcp-server 🐍 🏠 - Mirror of https://github.com/imlewc/elasticsearch7-mcp-server python mcp server ml http pip install git+https://github.com/MCP-Mirror/imlewc_elasticsearch7-mcp-server
• interactive_draw_mcp 🐍 🏠 - MCP Server for collaborative drawing with Large Language Models python mcp-server python-mcp tkinter-canvas mcp pip install git+https://github.com/AaronGoldsmith/interactive_draw_mcp
• ip-mcp-server 🐍 🏠 - A IP MCP server. (Python-based) python mcp server pip install git+https://github.com/huangxinping/ip-mcp-server
• isaacwasserman_mcp_cube_server 🐍 🏠 - Mirror of https://github.com/isaacwasserman/mcp_cube_server python mcp server http pip install git+https://github.com/MCP-Mirror/isaacwasserman_mcp_cube_server
• JackKuo666_bioRxiv-MCP-Server 🐍 🏠 - Mirror of https://github.com/JackKuo666/bioRxiv-MCP-Server python mcp server http pip install git+https://github.com/MCP-Mirror/JackKuo666_bioRxiv-MCP-Server
• juhemcp_jweather-mcp-server 🐍 🏠 - Mirror of https://github.com/juhemcp/jweather-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/juhemcp_jweather-mcp-server
• JustTryAI_databricks-mcp-server 🐍 🏠 - Mirror of https://github.com/JustTryAI/databricks-mcp-server python mcp server ai http pip install git+https://github.com/MCP-Mirror/JustTryAI_databricks-mcp-server
• kubernetes-mcp-server 🐍 🏠 - An MCP server for debugging and managing Kubernetes using Natural Language python mcp server kubernetes pip install git+https://github.com/ehiaig/kubernetes-mcp-server
• kursk-ye_code2flow-mcp-server 🐍 🏠 - Mirror of https://github.com/kursk-ye/code2flow-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/kursk-ye_code2flow-mcp-server
• isaacwasserman_mcp-snowflake-server 🐍 🏠 - Mirror of https://github.com/isaacwasserman/mcp-snowflake-server python mcp server http pip install git+https://github.com/MCP-Mirror/isaacwasserman_mcp-snowflake-server
• isaacwasserman_mcp-vegalite-server 🐍 🏠 - Mirror of https://github.com/isaacwasserman/mcp-vegalite-server python mcp server http pip install git+https://github.com/MCP-Mirror/isaacwasserman_mcp-vegalite-server
• jmonsellier_gmail-mcp-server 🐍 🏠 - Mirror of https://github.com/jmonsellier/gmail-mcp-server python mcp server ai http pip install git+https://github.com/MCP-Mirror/jmonsellier_gmail-mcp-server
• jonpojonpo_comfy-ui-mcp-server 🐍 🏠 - Mirror of https://github.com/jonpojonpo/comfy-ui-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/jonpojonpo_comfy-ui-mcp-server
• jtorreggiani_test-python-mcp-server 🐍 🏠 - Mirror of https://github.com/jtorreggiani/test-python-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/jtorreggiani_test-python-mcp-server
• KashiwaByte_vikingdb-mcp-server 🐍 🏠 - Mirror of https://github.com/KashiwaByte/vikingdb-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/KashiwaByte_vikingdb-mcp-server
• kpsunil97_devrev-mcp-server 🐍 🏠 - Mirror of https://github.com/kpsunil97/devrev-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/kpsunil97_devrev-mcp-server
• ktanaka101_mcp-server-duckdb 🐍 🏠 - Mirror of https://github.com/ktanaka101/mcp-server-duckdb python mcp server http pip install git+https://github.com/MCP-Mirror/ktanaka101_mcp-server-duckdb
• kylewoolstenhulme-block/Notion-Goose-MCP 🏠 📇 - Facilitates seamless interaction with the Notion API through an MCP server, enabling automated content management and integration. api http ml git github
• langgraph-mcp-integration 🐍 🏠 - MCP architecture demo with single-server & multi-server clients using LangGraph, AI-driven tool calls, and async communication. python mcp server ai pip install git+https://github.com/commitbyrajat/langgraph-mcp-integration
• latest-news-mcp-server 🐍 🏠 - MCP (model context protocol) server to fetch latest news python mcp server pip install git+https://github.com/ronakkhandlwl/latest-news-mcp-server
• leopeng1995_mssql-mcp-server 🐍 🏠 - Mirror of https://github.com/leopeng1995/mssql-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/leopeng1995_mssql-mcp-server
• lifetechia-mcp-server 🐍 🏠 - Lifetechia MCP server python mcp server pip install git+https://github.com/ayurrin/lifetechia-mcp-server
• LinkedInMCP 🐍 🏠 - Automate the Task with LLM python llm pip install git+https://github.com/raghav18482/LinkedInMCP
• linux-mcp 🐍 🏠 - mcp server and client for managing a linux server with an LLM agent python mcp server llm pip install git+https://github.com/brianmatzelle/linux-mcp
• llm-mcp-personal-assistant 📘 🏠 - A personal assistant chat app that uses an MCP server typescript ai anthropic-claude chat github npm install mikefey/llm-mcp-personal-assistant
• LeoMainini_dockerized-mcpaper-server 🐳 🏠 - Mirror of https://github.com/LeoMainini/dockerized-mcpaper-server dockerfile mcp server ai http git clone https://github.com/MCP-Mirror/LeoMainini_dockerized-mcpaper-server
• LinkupPlatform_python-mcp-server 🐍 🏠 - Mirror of https://github.com/LinkupPlatform/python-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/LinkupPlatform_python-mcp-server
• livecode-mcp 🐍 🏠 - Run io.livecode.ch as an MCP server python mcp server pip install git+https://github.com/namin/livecode-mcp
• LLM_MCP 🏠 - Building MCP client and server for LLM mcp server llm git clone https://github.com/Nkarnaud/LLM_MCP
• marklogic-mcp 🐍 🏠 - A repository for MarkLogic MCP integration python mcp pip install git+https://github.com/karthiknarayankotha/marklogic-mcp
• Machine-To-Machine_f1-mcp-server 🐍 🏠 - Mirror of https://github.com/Machine-To-Machine/f1-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/Machine-To-Machine_f1-mcp-server
• mailcheck-mcp-server 🐍 🏠 - The MailCheck MCP Server python mcp server ai pip install git+https://github.com/skushagra/mailcheck-mcp-server
• marcoeg_mcp-server-ntopng 🐍 🏠 - Mirror of https://github.com/marcoeg/mcp-server-ntopng python mcp server http pip install git+https://github.com/MCP-Mirror/marcoeg_mcp-server-ntopng
• mario-mcp-personal 🐍 🏠 - Python-based python pip install git+https://github.com/m2f0/mario-mcp-personal
• mcp 🐍 🏠 - Model Context Protocol (MCP) servers and clients python mcp server pip install git+https://github.com/aimiox/mcp
• mcp 🐍 🏠 - Basic MCP server to see how they work. python mcp server pip install git+https://github.com/PJ-TST-238819/mcp
• m0xai_trello-mcp-server 🐍 🏠 - Mirror of https://github.com/m0xai/trello-mcp-server python mcp server ai http pip install git+https://github.com/MCP-Mirror/m0xai_trello-mcp-server
• MailchimpMCP 🐍 🏠 📇 - Some utilities for developing an MCP server for the Mailchimp API python mcp server api ai pip install git+https://github.com/bryangsmith/MailchimpMCP
• master_mcp_server 🐍 🏠 - AI Master Control Program (MCP) Server - Enabling AI models to interact with your system python mcp server ai pip install git+https://github.com/GrizzFuOnYou/master_mcp_server
• mattshu0410_MCP-server 🐍 🏠 - Mirror of https://github.com/mattshu0410/MCP-server python mcp server http pip install git+https://github.com/MCP-Mirror/mattshu0410_MCP-server
• mcp 🐍 🏠 - This is hobby for testing MCP servers python mcp server testing pip install git+https://github.com/samsha1/mcp
• mcp 🐍 🏠 - Python implementation of an Elasticsearch MCP server python mcp server pip install git+https://github.com/meghanmurphy1/mcp
• LucasHild_mcp-server-bigquery 🐍 🏠 - Mirror of https://github.com/LucasHild/mcp-server-bigquery python mcp server http pip install git+https://github.com/MCP-Mirror/LucasHild_mcp-server-bigquery
• madhukarkumar_singlestore-mcp-server 🐍 🏠 - Mirror of https://github.com/madhukarkumar/singlestore-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/madhukarkumar_singlestore-mcp-server
• mamertofabian_elevenlabs-mcp-server 🐍 🏠 - Mirror of https://github.com/mamertofabian/elevenlabs-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/mamertofabian_elevenlabs-mcp-server
• mastercode-io_scaflog-zoho-mcp-server 🐍 🏠 - Mirror of https://github.com/mastercode-io/scaflog-zoho-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/mastercode-io_scaflog-zoho-mcp-server
• mcp 🏠 📇 - Generates an MCP server using Anthropic's SDK given input as OpenAPI or GraphQL specs. mcp server api graphql git clone https://github.com/jmcentire/mcp
• Mcp_cosyvoice 🐍 🏠 - Mcp server (Python-based) python mcp server pip install git+https://github.com/943003797/Mcp_cosyvoice
• mcp_jira 🐍 🏠 - MCP (Model Context Protocol) server for JIRA integration python mcp server pip install git+https://github.com/codingthefuturewithai/mcp_jira
• mcp 🐍 🏠 - Mcp Server to access testrail data python mcp server ai pip install git+https://github.com/Murali-Bobby/mcp_testrail
• MCP 🐍 🏠 - MCP de mi perfil (Python-based) python mcp-server nihilism mcp pip install git+https://github.com/cdryampi/MCP
• mcp 🐍 🏠 - AgentTorch MCP Server - Imagine if your models could simulate python mcp server pip install git+https://github.com/AgentTorch/mcp
• mcp_ai_lab 📜 🏠 - A suite of AI agents and tools built on Model Context Protocol (MCP) for standardized, context-aware AI systems. javascript ai langachain langraph mcp-client npm install techySPHINX/mcp_ai_lab
• mcp_change_analyzer 🐍 🏠 - MCP Server for analyzing outstanding changes to a repo python mcp server pip install git+https://github.com/manavgup/mcp_change_analyzer
• mcp_docs_reader 🐍 🏠 - A lightweight MCP server that loads PDF files, extracts and chunks their text, builds a semantic vector index, and returns relevant passages to Claude or other AI agents for document-based question answering. python mcp server ai pip install git+https://github.com/AIMIZING/mcp_docs_reader
• mcp 🐍 🏠 - Enterprise MCP servers python mcp server pip install git+https://github.com/saptechengineer/mcp
• MCP_Agent 🐍 🏠 - This is to demonstrate how an MCP server can be built for Claude Desktop MCP Client python mcp server pip install git+https://github.com/GayuniBas2001/MCP_claude
• MCP_Agentic_AI 🐍 🏠 - Ai agent using MCP server python mcp server ai pip install git+https://github.com/Sumit-Prasad01/MCP_Agentic_AI
• mcp_bedrock_sample 🐍 🏠 📇 - mcp using bedrock converse api sample demo. python mcp api pip install git+https://github.com/jikang-jeong/mcp_bedrock_sample
• mcp_camstream_analizer 🐍 🏠 - mcp server (Python-based) python mcp server pip install git+https://github.com/l1b0k/mcp_camstream_analizer
• mcp_planio 🐍 🏠 - MCP server for Plan.IO python mcp server pip install git+https://github.com/karateboss/mcp_planio
• mcp_email 🐍 🏠 - An MCP Server enabling POP3 and SMTP functionality for compatable AI Agents python mcp server ai pip install git+https://github.com/gaddobenedetti/mcp_email
• MCP_EXP 🐍 🏠 - MCP Client and Server Experiments python mcp server pip install git+https://github.com/alan-meigs/MCP_EXP
• mcp_leanring 🐍 🏠 - mcp example from webset python mcp mcp-client mcp-server web pip install git+https://github.com/zhkzly/mcp_leanring
• mcp_learning 🏠 - Learning how to build mcp-servers to connect in llms via langchain mcp server ai llm git clone https://github.com/JuanLadeira/mcp_learning
• mcp_py_exam 🐍 🏠 - MCP servers and client with gemini python mcp server pip install git+https://github.com/istanadodan/mcp_py_exam
• mcp_qwen 🐍 🏠 - MCP client/server example using qwen3 python mcp server pip install git+https://github.com/tgohblio/mcp_qwen
• mcp_sandbox 🐍 🏠 - Playing around with different ways to implement MCP servers python mcp server pip install git+https://github.com/jack-scott/mcp_sandbox
• mcp_llm_inferencer 📘 🏠 - Uses Claude or OpenAI API to convert prompt-mapped input into concrete MCP server components such as tools, resource templates, and prompt handlers. typescript ai library llm-call-engine-with machine-learning npm install Sumedh1599/mcp_llm_inferencer
• mcp_netlify_template 🐍 🏠 - A barebones MCP server template for Netlify deployment python mcp server pip install git+https://github.com/memextech/mcp_netlify_template
• MCP_SERVER_PYTHON_POC 🐍 🏠 - MCP server poc python python mcp server pip install git+https://github.com/guptarajiv535/MCP_SERVER_PYTHON_POC
• MCP_Python 🐍 🏠 - his is a demonstration implementation of a Model Context Protocol (MCP) server. python mcp server pip install git+https://github.com/Lysi1983/MCP_Python
• mcp_py_sse_browser_control 🐍 🏠 - This is a reference design for a MCP server that hosts a web page that connects back to the server via sse and allows Claude to execute javascript on the page. python mcp server web pip install git+https://github.com/matdmiller/mcp_py_sse_browser_control
• mcp_server 📜 🏠 - MCP Server using TypeScript and JavaScript made with official MCP docs handling US Weather data having context for two tools - showing weather forecast and weather alerts for US based location. Used Zod for data validation and architectured two folders - src and build , development (ts) and production (js) respectively. javascript ai claude-ai generative-ai mcp npm install AdiGo22/mcp_server
• mcp_server_email 🐍 🏠 - This repository is a mail-sending service developed based on the MCP protocol and Resend. It can be used to send emails, including mass emails. Additionally, it allows querying emails by ID, updating delayed emails, and canceling delayed emails. python email-sender mcp-server mcp ai pip install git+https://github.com/Marary/mcp_server_email
• mcp_server_generator 📘 🏠 - Automatically generates a full MCP server codebase (Node/Python/Java) using the validated schema, outputting modular files for CLI-based execution or Claude Desktop connection. typescript ai claude-desktop-compa creates-tools-resour library npm install Sumedh1599/mcp_server_generator
• mcp_server 🐍 🏠 - Очень удобный поисковик на python. Можно внедрить на сайт или использовать локально на ПК с любой ОС. python pip install git+https://github.com/romanshablio/mcp_server
• mcp_server 🐍 🏠 - implementing a sample mcp_server using dolphin_mcp client python mcp server pip install git+https://github.com/karansharma3009/mcp_server
• mcp_server_101 🐍 🏠 - MCP server example practice python mcp server pip install git+https://github.com/harshal-14/mcp_server_101
• mcp_server_client_impl 🐍 🏠 - This is a basic MCP Server-Client Impl using SSE python mcp server pip install git+https://github.com/parasjain2426/mcp_server_client_impl
• mcp_server_ibmcloud 🏠 - MCP server which provides IBM Cloud as a tool for use by LLM's, eg. via Anthopic Claude Desktop or map-cli (open source). mcp server llm git clone https://github.com/ccmitchellusa/mcp_server_ibmcloud
• mcp_server_memory 🐍 🏠 - MCP demp (Python-based) python mcp pip install git+https://github.com/yangsenessa/mcp_server_memory
• mcp_server_research 🐍 🏠 - research claude code and mcp server python mcp server pip install git+https://github.com/ckz/mcp_server_research
• MCP_Server_try_python 🏠 - Trying to build a MCP server with python instruction mcp server python git clone https://github.com/DeJungTseng/MCP_Server_try_python
• MCP_Servers 🏠 - Top MCP Servers to use with AI mcp server ai git clone https://github.com/Baptoshi/MCP_Servers
• mcp-foodguidecanada 🐍 🏠 📇 - A MCP Server for Canada's Food Guide - To allow LLM's with preset webscraping tools to fetch recipes. python llm mcp nutrition server pip install git+https://github.com/Aryan-Jhaveri/mcp-foodguidecanada
• mcp-lab 🐍 🏠 - This repository contains a modular setup for experimenting with MCP in Python. It includes both a server and a client, as well as reusable tool modules. python mcp server ai pip install git+https://github.com/LPFerreira33/mcp-lab
• mcp_sonic_config 🐍 🏠 - MCP server to configure and interact with SONiC network devices python mcp server pip install git+https://github.com/MheniMerz/mcp_sonic_config
• mcp_tutorial 🐍 🏠 - Model Context Protocol (MCP) Server tutorial python mcp server pip install git+https://github.com/RommelTJ/mcp_tutorial
• mcp-first 🐍 🏠 - A simple MCP server (Python-based) python mcp server pip install git+https://github.com/fjmpaez/mcp-first
• mcp_sqlite3_v1 🐍 🏠 - Python-based python pip install git+https://github.com/tanster1234/mcp_sqlite3_v1
• mcp_template 🐍 🏠 - MCP Server Example (Python-based) python mcp server pip install git+https://github.com/myyrakle/mcp_template
• mcp_tool_override_tester 🐍 🏠 - A Model Context Protocol server implementation that demonstrates how tools can be dynamically overridden across multiple servers. python mcp-server modelcontextprotocol server pip install git+https://github.com/kibitzing/mcp_tool_override_tester
• mcp_unhcr 🐍 🏠 - MCP server provides access to UNHCR RDF python mcp server pip install git+https://github.com/rvibek/mcp_unhcr
• mcp-adk-dev-environment 🐍 🏠 - MCP (Model Context Protocol) development environment with Google ADK Python framework integration and custom network discovery server python mcp server go pip install git+https://github.com/linus-mcmanamey/mcp-adk-dev-environment
• mcp-agent 🐍 🏠 - rummaging around mcp servers and ai agents python mcp server ai pip install git+https://github.com/ChrCoello/mcp-agent
• Mcp_trial 🐍 🏠 - Trying out MCP server and its working python mcp server pip install git+https://github.com/Stormbreaker06/Mcp_trial
• mcp_weather_scraper 🐍 🏠 📇 - A lightweight prototype demonstrating how to integrate an LLM (via OpenAI) with a Model Context Protocol (MCP) server to extract real-time weather data by scraping and processing open web content using HTML parsing and caching. python llm-mcp-openai-fastapi-pydantic-selectolax mcp server api pip install git+https://github.com/EXPESRaza/mcp_weather_scraper
• mcp-api 🐍 🏠 - mcp client and server python mcp modelcontextprotocol server pip install git+https://github.com/isakulaksiz/mcp-api
• MCP-API-Server 🐍 🏠 📇 - A FastAPI-MCP server that fetches Wikipedia summaries for AI assistants, deployed using Google Colab and Ngrok. python mcp server api ai pip install git+https://github.com/Rishavv007/MCP-Wikipedia-API-Server
• mcp-atendeai 🏠 - Server MCP for atendeAi mcp server ai git clone https://github.com/ViniciusAmeric/mcp-atendeai
• mcp-auto-tools-ms 🐍 🏠 📇 - This Helm chart dynamically deploys an MCP server accessible remotely via Server-Sent Events (SSE). It allows you to integrate existing REST APIs from your application and publish them as tools within the MCP server, enabling easy discovery and interaction by intelligent agents or external clients. python mcp server api rest pip install git+https://github.com/lgiuppone/mcp-auto-tools-ms
• mcp-blank 🐍 🏠 - Repository for MCP blank project with GitHub MCP server setup python mcp server pip install git+https://github.com/BruceChanceBeatverse/mcp-blank
• mcp-bone 📜 🏠 - MCP Bone npm package which is used to connect to MCP Bone as a MCP Server and is also used as SDK http llm git github javascript npm install tangshuang/mcp-bone
• mcp-brockevents 🐍 🏠 - A MCP Server for Events at Brock. Now use claude to help you search for events and more python mcp server pip install git+https://github.com/Aryan-Jhaveri/mcp-brockevents
• MCP-Claude-Desktop-Project-Demo 🐍 🏠 - This project demonstrates the use of the mcp (Modular Claude Protocol) server with the FastMCP framework to create a set of programmable tools and resources. It includes a basic calculator, note-taking functionality, and real-time currency exchange rate lookup. Designed to integrate easily with Claude Desktop python mcp server pip install git+https://github.com/Samm-OB/MCP-Claude-Desktop-Project-Demo
• mcp-box 🐍 🏠 - mcp-box for mcp server python mcp server pip install git+https://github.com/RRRoger/mcp-box
• mcp-browser-automation 🐍 🏠 - Python-based MCP toolset with Echo server for testing and Browser Automation server using browser-use and LangChain for AI-driven web interactions python mcp server web ai pip install git+https://github.com/djpapzin/mcp-browser-automation
• mcp-changtianML 🏠 - mcp server to access changtianML mcp server ml git clone https://github.com/AFAN-LIFE/mcp-changtianML
• mcp-deep-research 🐍 🏠 - An mcp server designed for local-deployed deep research. python mcp server pip install git+https://github.com/Pb-207/mcp-deep-research
• MCP-Client-and-Server-Demo 🐍 🏠 - This project demonstrates how to build a minimal MCP server using the mcp Python SDK and connect it to Claude Desktop as a client. It simulates a simple Travel Desk system with tools to submit, view, and track employee travel requests — all accessible directly from Claude's interface. python agentic-ai ai generative-ai mcp-server pip install git+https://github.com/ChaitanyaK77/MCP-Client-and-Server-Demo
• mcp-client-gradio 🐍 🏠 - Simple MCP client using Gradio with locally run MCP servers. python mcp server pip install git+https://github.com/mhendrey/mcp-client-gradio
• mcp-cornell-resume 🐍 🏠 - A Model Context Protocol (MCP) server that automatically generates Cornell-style study notes and summaries from the conversational context, with RAG active recall question generation and Notion integration. python mcp server pip install git+https://github.com/johndezr/mcp-cornell-resume
• mcp-client-server 🐍 🏠 - make MCP Client&Server python mcp server pip install git+https://github.com/httpsxiao/mcp-client-server
• mcp-client-server-python 🐍 🏠 - Basic implementation mcp client server python mcp server pip install git+https://github.com/sofianhw/mcp-client-server-python
• mcp-dev 🐍 🏠 - mcpを試す　https://modelcontextprotocol.io/quickstart/server python mcp server http pip install git+https://github.com/KosukeUchida/mcp-dev
• mcp-database-read-prototype 🐍 🏠 - Model context protocol for reading information from a database. python database pip install git+https://github.com/riefer02/mcp-database-read-prototype
• mcp-docs 🏠 - A Simple MCP server to serve documentation for AI apps mcp server ai documentation git clone https://github.com/antunsz/mcp-docs
• mcp-f1analisys 🐍 🏠 📇 - MCP server for F1 Analysis API python ai mcp mcp-server modelcontextprotocol pip install git+https://github.com/Maxbleu/mcp-f1analisys
• mcp-claude-weather 📘 🏠 - A CLI tool for real-time weather alerts, forecasts, and warnings from the US National Weather Service, powered by MCP Claude. http ml git github typescript npm install AlexShan2008/mcp-claude-weather
• mcp-fashion-server 🐍 🏠 - AI 기반 여성 의류 쇼핑몰 콘텐츠 자동화 시스템 python ai pip install git+https://github.com/Kimkeunwoo-OSE/mcp-fashion-server
• mcp-dominican-layer 📜 🏠 - This MCP server provides access to information about the Dominican Congress, including legislative agendas, legislator activity, and new bills. javascript ai mcp-server nodejs mcp npm install EnzoVezzaro/mcp-dominican-layer
• mcp-fastapi-learning 🐍 🏠 - A test repository created using the GitHub MCP server python mcp server pip install git+https://github.com/xxradar/mcp-test-repo
• mcp-file-summarizer 🐍 🏠 - Lightweight MCP server that summarizes local .txt and .md files using AI agents python mcp server ai pip install git+https://github.com/DevOpsDynamoHub/mcp-file-summarizer
• mcp-file-finder 🐍 🏠 - MCP server on Python python mcp server pip install git+https://github.com/cavil2015/mcp-file-finder
• mcp-flight-search-server 🐍 🏠 📇 - MCP Server for flight search using serpAPI service python mcp server api pip install git+https://github.com/KVSSetty/mcp-flight-search-server
• mcp-github-enterprise 🐍 🏠 - A powerful Model Context Protocol (MCP) server for GitHub Enterprise that enables AI agents to access and manage enterprise users, organizations, and licenses. python mcp server ai pip install git+https://github.com/vipink1203/github-mcp-bridge
• mcp-holster 🐍 🏠 - MCP server that will edit your claude configs python mcp server pip install git+https://github.com/kimjune01/mcp-holster
• mcp-hub-ui 🏠 - Skeleton for mcp server hub html mcp server git clone https://github.com/gfuener/mcp-hub-ui
• mcp-image 🐍 🏠 - MCP Server to Generate Image python mcp server pip install git+https://github.com/mingdaoai/mcp-image
• mcp-jira 🐍 🏠 - A high-performance, asynchronous Model Context Protocol (MCP) server that integrates with JIRA using stdio transport python mcp server pip install git+https://github.com/judexzhu/mcp-jira
• mcp-github 📜 🏠 📇 - 🔗 GitHub MCP Tool | 基于MCP协议的GitHub工具，为Cursor编辑器提供AI操作GitHub能力 | AI-powered GitHub operations for Cursor Editor through MCP protocol javascript ai api automation bot npm install shuakami/mcp-github
• mcp-i18n 🏠 - MCP server to help with i18n translations html mcp server git clone https://github.com/martincik/mcp-i18n
• mcp-finnhub 🐍 🏠 📇 - An MCP server to interface with Finnhub API. python mcp server api pip install git+https://github.com/catherinedparnell/mcp-finnhub
• mcp-imagen-server 🏠 - mcp server for use when you want to make images casually. fal.ai and a very cheap hall of fame is also possible! mcp server ai git clone https://github.com/MASAKASUNO1/mcp-imagen-server
• mcp-kafka-processor 🏠 - An MCP server for processing Kafka events and enabling LLMs to interact with event streams mcp server llm git clone https://github.com/boufnichel/mcp-kafka-processor
• mcp-litellm-proxy 🏠 - An MCP Server for LiteLLM Proxy mcp server llm git clone https://github.com/cege7480/mcp-litellm-proxy
• mcp-market-data-server 🐍 🏠 - Standalone server designed to deliver market data insights to AI trading agents. It processes data from external brokers and computes structured information to help LLMs and other AI systems make more informed trading decisions using JSON RPC protocol python server ai llm json pip install git+https://github.com/fintools-ai/mcp-market-data-server
• MCP-Mistral-Ocr 🐍 🏠 - Mcp ocr server (Python-based) python mcp server pip install git+https://github.com/sathizz7/MCP-Mistral-Ocr
• mcp-order-flow-server 🐍 🏠 - This is the mcp to fetch and get order flow information python mcp pip install git+https://github.com/fintools-ai/mcp-order-flow-server
• MCP-LLM-Sample 🐍 🏠 - Sample MCP Server & Client setup, compatible with LangChain python mcp server ai pip install git+https://github.com/TaQuangTu/MCP-LLM-Sample
• mcp-mermaidjs-server 🏠 - An MCP server for working with MermaidJS, using mmdc. makefile mcp server ai git clone https://github.com/unravel-team/mcp-mermaidjs-server
• mcp-metal-price 🐍 🏠 📇 - An MCP server that provides current and historical gold/precious metal prices via the GoldAPI.io service. python mcp server api go pip install git+https://github.com/isdaniel/mcp-metal-price
• mcp-minimal 🐍 🏠 - A minimal MCP server to validate that MCP client configurations are working. python mcp server pip install git+https://github.com/janspoerer/mcp-minimal
• MCP-Model-Context-Protocol-Projects 🐍 🏠 - In this Repo I am learning and practically implementing MCP clients and servers in python. python mcp server pip install git+https://github.com/manojshipra/MCP-Model-Context-Protocol-Projects
• mcp-monday-server 🐍 🏠 - Python-based python pip install git+https://github.com/Sofias-ai/mcp-monday-server
• mcp-naver-weather 🐍 🏠 - A lightweight MCP server that fetches weather data from Naver and relays it to Claude or other AI agents. python mcp server ai pip install git+https://github.com/AIMIZING/mcp-naver-weather
• mcp-noaa-tides 🐍 🏠 - An MCP Server for NOAA Tide data python mcp server pip install git+https://github.com/seanofahey/mcp-noaa-tides
• mcp-notebooks 🐍 🏠 - Notebook execution MCP server python mcp server pip install git+https://github.com/Neuron1c/mcp-notebooks
• mcp-ocm 🐍 🏠 📇 - A comprehensive Model Control Protocol (MCP) server for Red Hat OpenShift Cluster Manager (OCM) API operations. This server provides 12 intelligent tools for cluster management, account operations, and infrastructure monitoring. python mcp server api monitoring pip install git+https://github.com/judexzhu/mcp-ocm
• mcp-openrouter-base_url 🐍 🏠 - Implement an MCP (Model Context Protocol) server with an AI agent using the OpenAI SDK and an OpenRouter base URL, python mcp server ai pip install git+https://github.com/KlausJager10110/mcp-openrouter-base_url
• mcp-kafka-server 🐍 🏠 - MCP Kafka服务器 - 通过MCP协议连接Kafka，支持查询Topic信息、读写数据和回放历史数据 python mcp pip install git+https://github.com/yufule/mcp-kafka-server
• mcp-githubcli 🐍 🏠 - MCP server on GithubCLI allow you to access private repos python mcp server pip install git+https://github.com/Chenlong-Tao/mcp-githubcli
• mcp-notes 🐍 🏠 - MCP Server for taking notes using an LLM client like Claude Desktop. python mcp server llm pip install git+https://github.com/BeingSoumyadeepSharma/mcp-notes
• mcp-mssql 🐍 🏠 - MCP server for MSSQL python mcp server pip install git+https://github.com/FarukNetworks/mcp-mssql
• mcp-myip 🐍 🏠 - A Model Context Protocol (MCP) server for providing your public IP to LLMs python llm mcp mcp-server server pip install git+https://github.com/nikolaypavlov/mcp-myip
• mcp-nefino 🐍 🏠 - Nefino middleware implementation of the Model Context Protocol (MCP) python mcp pip install git+https://github.com/nefino/mcp-nefino
• mcp-ntopng 🐍 🏠 - An MCP server for network monitoring software ntopng python mcp server monitoring pip install git+https://github.com/marcoeg/mcp-ntopng
• baba786_angleone-mcp-server 🐍 🏠 - Mirror of https://github.com/baba786/angleone-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/baba786_angleone-mcp-server
• baba786_phabricator-mcp-server 🐍 🏠 - Mirror of https://github.com/baba786/phabricator-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/baba786_phabricator-mcp-server
• bio-mcp-servers 🏠 - A compilation for all the available bio agent ai git clone https://github.com/kleonai/bio-mcp-servers
• china-festival-mcp 🐍 🏠 - 为 AI Agent 提供准确的法定节假日、调休安排、中国传统节日、农历转换、二十四节气和八字计算功能。西方节日都是固定公历日期，不需要查询工具。 python ai pip install git+https://github.com/Eis4TY/china-festival-mcp
• CoderSoumya007_Anthropic-MCP-Server 🏠 - Mirror of https://github.com/CoderSoumya007/Anthropic-MCP-Server mcp server http git clone https://github.com/MCP-Mirror/CoderSoumya007_Anthropic-MCP-Server
• comitest22/linear-mcp 🏠 📇 - Facilitates interaction with the Linear API through a Model Context Protocol server, offering tools for ticket management and prioritization. api http git github
• Custom-cliente-mcp 🐍 🏠 - A real example of a custom client mcp custom server python mcp server pip install git+https://github.com/DaliGabriel/Custom-cliente-mcp
• document-search-mcp-server 🐍 🏠 📇 - MCP (Model Context Protocol) server that allows users to search for documentation from popular libraries such as LangChain, LlamaIndex, and OpenAI using the Serper API. The server fetches search results and extracts the relevant documentation from the web using HTTP requests and BeautifulSoup. python claude-ai langchain mcp-server mcp-tools pip install git+https://github.com/sawantudayan/python-mcp-server
• commcare-connect-mcp 🐍 🏠 - A proof of concept demo of an MCP server for CommCare Connect python mcp server pip install git+https://github.com/dimagi/commcare-connect-mcp
• deepseek-MCP-server 🐍 🏠 - MCP server that enhances Claude's reasoning capabilities by integrating DeepSeek R1's advanced reasoning engine python mcp server pip install git+https://github.com/moyu6027/deepseek-MCP-server
• demo-mcp 🐍 🏠 - just a demo mcp server python mcp server pip install git+https://github.com/phoenix-kd/demo-mcp
• ConechoAI_openai-websearch-mcp 🐍 🏠 - Mirror of https://github.com/ConechoAI/openai-websearch-mcp python mcp web ai http pip install git+https://github.com/MCP-Mirror/ConechoAI_openai-websearch-mcp
• content-creator-mcp 🐍 🏠 - MCP Server that implements a content creator agent. python mcp server pip install git+https://github.com/MatheusOliveiraSilva/content-creator-mcp
• coucya_mcp-server-requests 🐍 🏠 - Mirror of https://github.com/coucya/mcp-server-requests python mcp server http pip install git+https://github.com/MCP-Mirror/coucya_mcp-server-requests
• Cris-0k_mcp-server-python-template 🐍 🏠 - Mirror of https://github.com/Cris-0k/mcp-server-python-template python mcp server http pip install git+https://github.com/MCP-Mirror/Cris-0k_mcp-server-python-template
• ctvidic_strava-mcp-server 🐍 🏠 - Mirror of https://github.com/ctvidic/strava-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/ctvidic_strava-mcp-server
• custom-mcp-servers 🐍 🏠 - A collection of custom MCP servers I’ve built 🧠⚡️. python llm mcp-server mcp server pip install git+https://github.com/AryanK1511/custom-mcp-servers
• CustomMCPServer 🐍 🏠 - build a custom MCP server in Python and connect that to an AI agent. python mcp server ai pip install git+https://github.com/abhimvp/CustomMCPServer
• Dataring-engineering_mcp-server-trino 🐍 🏠 - Mirror of https://github.com/Dataring-engineering/mcp-server-trino python mcp server http pip install git+https://github.com/MCP-Mirror/Dataring-engineering_mcp-server-trino
• datax-mcp-server 🐍 🏠 - Datax is an intelligent data analysis tool designed for the AI era, enabling users to interact with data through natural language to effortlessly gain deep business insights and predictive analytics. python ai pip install git+https://github.com/haobosang/datax-mcp-server
• DivyanshKushwaha_GitHub-MCP-Server-Claude 🐍 🏠 - Mirror of https://github.com/DivyanshKushwaha/GitHub-MCP-Server-Claude python mcp server http pip install git+https://github.com/MCP-Mirror/DivyanshKushwaha_GitHub-MCP-Server-Claude
• document-understanding-mcp-server 🐍 🏠 - A document reading, search, and metadata server to provide access to PDFs (and, in the future, other formats) to LLMs via the Model Context Protocol (MCP) python mcp server llm pip install git+https://github.com/jaesharp/document-understanding-mcp-server
• demo-mcp-server 🐍 🏠 - Learning how to configure an MCP server from https://modelcontextprotocol.io/quickstart/server python mcp server http pip install git+https://github.com/hjfender/demo-mcp-server
• dabouelhassan_mcp-server-example-v2 🐍 🏠 - Mirror of https://github.com/dabouelhassan/mcp-server-example-v2 python mcp server http pip install git+https://github.com/MCP-Mirror/dabouelhassan_mcp-server-example-v2
• dazzaji_mcp-client-server 🐍 🏠 - Mirror of https://github.com/dazzaji/mcp-client-server python mcp server http pip install git+https://github.com/MCP-Mirror/dazzaji_mcp-client-server
• domain-lookup-mcp 🏠 - An mini mcp server for domain name lookup mcp server ai git clone https://github.com/MinjetTech/domain-lookup-mcp
• drdeeks/remote-mcp-server 🏠 ☁️ - Deploy a remote MCP server on Cloudflare Workers with OAuth login, enabling seamless integration with tools like Claude Desktop. remote auth oauth http ml
• enreachvoice_mcp 🐍 🏠 📇 - EnreachVoice API MCP Server python mcp server api pip install git+https://github.com/mokso/enreachvoice_mcp
• ericzakariasson_uber-eats-mcp-server 🐍 🏠 - Mirror of https://github.com/ericzakariasson/uber-eats-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/ericzakariasson_uber-eats-mcp-server
• espresso-mcp 🐍 🏠 - An MCP Server for the Espresso Android Test Framework, crafted to improve testing capabilities and optimize development workflows. python android automation emulator espresso pip install git+https://github.com/vs4vijay/espresso-mcp
• example-mcp-server-backup 🐍 🏠 - Backup of MCP server with rope tool implementation python mcp server pip install git+https://github.com/MarkPushRec/example-mcp-server-backup
• ergut_mcp-logseq-server 🐍 🏠 - Mirror of https://github.com/ergut/mcp-logseq-server python mcp server http pip install git+https://github.com/MCP-Mirror/ergut_mcp-logseq-server
• etcd-mcp-server 🏠 - An MCP server for etcd for AI clients to interact with mcp server ai git clone https://github.com/anveshreddy18/etcd-mcp-server
• EverArt - AI image generation using various models ai image-generation art
• expensivefav/mcp 🏠 📇 - Facilitates interaction with Algolia APIs through experimental MCP servers, enabling search and data manipulation tasks. api http git github
• fctr-id_okta-mcp-server 🐍 🏠 - Mirror of https://github.com/fctr-id/okta-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/fctr-id_okta-mcp-server
• forge_docs_mcp_server 🐍 🏠 - Forge is an advanced 3D Gaussian Splatting renderer for THREE.js python pip install git+https://github.com/angrypenguinpng/forge_docs_mcp_server
• famano_mcp-server-office 🐍 🏠 - Mirror of https://github.com/famano/mcp-server-office python mcp server http pip install git+https://github.com/MCP-Mirror/famano_mcp-server-office
• FastMCP_Claude_Desktop 🐍 🏠 - First play with MCP server on Claude Desktop python mcp server pip install git+https://github.com/nuke66/FastMCP_Claude_Desktop
• fhir-mcp-server-medagentbench 🐍 🏠 - An implementation of Model Context Protocol server for use with MedAgentBench (FHIR request generation) python server pip install git+https://github.com/mike-holcomb/fhir-mcp-server-medagentbench
• FileSystemMCP 🏠 - A Python-based Model Context Protocol (MCP) server using a file‑system backend, offering tools for note taking, file I/O, directory management, search, compression, and metadata retrieval. mcp server python git clone https://github.com/mohsinkar/FileSystemMCP
• gemini_mcp 🐍 🏠 - MCP server for orchestrating multiple Gemini AI agents with persistent sessions python mcp server ai pip install git+https://github.com/ivangrynenko/gemini_mcp
• github-mcp-sse 🐍 🏠 - MCP (Model Context Protocol) client for GitHub Multi-User Server with Claude integration. Interactive chat interface for GitHub operations using natural language. python mcp server pip install git+https://github.com/devendershekhawat/github-mcp-sse
• freedanfan_mcp_server 🐍 🏠 - Mirror of https://github.com/freedanfan/mcp_server python mcp server http pip install git+https://github.com/MCP-Mirror/freedanfan_mcp_server
• Funmula-Corp_BigGo-MCP-Server 🐍 🏠 - Mirror of https://github.com/Funmula-Corp/BigGo-MCP-Server python mcp server http go pip install git+https://github.com/MCP-Mirror/Funmula-Corp_BigGo-MCP-Server
• gatherings-mcp 🐍 🏠 - This is a TypeScript-based MCP server, which wraps around a python script. together it helps track expenses and payments for social events, making it easy to calculate reimbursements and settle balances between friends. python mcp server pip install git+https://github.com/abutbul/gatherings-mcp
• gatherings-mcp-python 🐍 🏠 📇 - The Gatherings MCP Server provides an API that allows AI assistants to interact with the Gatherings application through the Machine Conversation Protocol. This enables AI systems to help users manage shared expenses for social events, outings, or any gathering where costs are split among participants. python mcp server api ai pip install git+https://github.com/abutbul/gatherings-mcp-python
• georgi-terziyski_database_mcp_server 🐍 🏠 - Mirror of https://github.com/georgi-terziyski/database_mcp_server python mcp server database http pip install git+https://github.com/MCP-Mirror/georgi-terziyski_database_mcp_server
• getting-started-with-mcp-server 📘 🏠 - This tutorial walks you through setting up a basic MCP (Model Context Protocol) server to expose read-only resources to Large Language Models (LLMs) like Claude. typescript agent ai mcp model-context-protocol npm install cycle-sync-ai/getting-started-with-mcp-server
• GitHub-Security-MCP-Server 📘 🏠 📇 - Model Context Protocol (MCP) server that provides GitHub API tools for user information, security issue creation, and repository security scanning. Built with TypeScript and the MCP SDK typescript agent ai github github-advanced-security npm install RickardHF/GitHub-Security-MCP-Server
• Geeksfino_kb-mcp-server 🐍 🏠 - Mirror of https://github.com/Geeksfino/kb-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/Geeksfino_kb-mcp-server
• github-mcp-server-config 🏠 - Documentation and configuration details for GitHub MCP server setup mcp server ai documentation git clone https://github.com/yosay-org/github-mcp-server-config
• goweb3_mcp_server 🐍 🏠 - MCP Server for GoWeb3 events and news python mcp server web go pip install git+https://github.com/roadahead1/goweb3_mcp_server
• board-game-mcp 🐍 🏠 📇 - This is an MCP server using the BoardGameGeek (BGG) API that helps you and your LLM to find the right board game for you. python mcp server api llm pip install git+https://github.com/malte-b/board-game-mcp
• go-mcp 🐍 🏠 - Golang MCP server example python mcp server go pip install git+https://github.com/wagnerjt/go-mcp
• burakdirin_mysqldb-mcp-server 🐍 🏠 - Mirror of https://github.com/burakdirin/mysqldb-mcp-server python mcp server http mysql pip install git+https://github.com/MCP-Mirror/burakdirin_mysqldb-mcp-server
• blender-mcp 🐍 🏠 - MCP server to run code in Blender python mcp server pip install git+https://github.com/rectalogic/blender-mcp
• bloodhound-mcp 🐍 🏠 📇 - MCP server for bloodhound's api python mcp server api pip install git+https://github.com/tac01337/bloodhound-mcp
• bobtista_luma-ai-mcp-server 🐍 🏠 - Mirror of https://github.com/bobtista/luma-ai-mcp-server python mcp server ai http pip install git+https://github.com/MCP-Mirror/bobtista_luma-ai-mcp-server
• boopai-mcp 🐍 🏠 - The boopai-mcp server implements Solana blockchain functionality for the boopai launchpad. python mcp server ai pip install git+https://github.com/boopaispace/boopai-mcp
• box-community_mcp-server-box 🐍 🏠 - Mirror of https://github.com/box-community/mcp-server-box python mcp server http pip install git+https://github.com/MCP-Mirror/box-community_mcp-server-box
• bus-mgmt-mcp-server 🐍 🏠 - MCP server (Python-based) python mcp server pip install git+https://github.com/calvinw/bus-mgmt-mcp-server
• cabrit0_mcp_server_reuneMacacada 🐍 🏠 - Mirror of https://github.com/cabrit0/mcp_server_reuneMacacada python mcp server http pip install git+https://github.com/MCP-Mirror/cabrit0_mcp_server_reuneMacacada
• calebmwelsh_file-system-mcp-server 🐍 🏠 - Mirror of https://github.com/calebmwelsh/file-system-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/calebmwelsh_file-system-mcp-server
• CampusLostFoundMCP 🐍 🏠 - Modular CLI-based MCP server to manage campus lost & found items using Claude Desktop. python mcp server pip install git+https://github.com/utkarshagawade17/CampusLostFoundMCP
• clickhouse-mcp 🐍 🏠 - a readonly clickhouse mcp server and ensure your ai use clickhouse safely python mcp server ai pip install git+https://github.com/the-nine-nation/clickhouse-mcp
• cline-mcp-server 🐍 🏠 - Cline MCP Server - Internal workflow orchestration for agentic tasks python mcp server pip install git+https://github.com/mows21/cline-mcp-server
• dschuler36_reaper-mcp-server 🐍 🏠 - Mirror of https://github.com/dschuler36/reaper-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/dschuler36_reaper-mcp-server
• e-gonghun-mcp 🐍 🏠 - e-gonghun-mcp 프로젝트 (Python-based) python mcp go pip install git+https://github.com/shinkeonkim/e-gonghun-mcp
• easy-mcp-github-tools-python 🐍 🏠 - A set of powerful tools designed for seamless integration with GitHub via MCP python mcp mcp-server oauth2 ml pip install git+https://github.com/ground-creative/easy-mcp-github-tools-python
• elfa-mcp 🐍 🏠 - Elfa MCP Server (Python-based) python mcp server pip install git+https://github.com/elfa-ai/elfa-mcp
• emotion_playlist_mcp 🐍 🏠 - An MCP Server that makes spotify playlists based on your emotions python mcp server pip install git+https://github.com/dldnlee/emotion_playlist_mcp
• gmail-mcp-server 🐍 🏠 - A Gmail Model Context Protocol server for seamless integration with AI assistants python server ai ml pip install git+https://github.com/Imsharad/gmail-mcp-server
• anthropic-mcp-kotlin-sdk 🎯 🏠 - The official Kotlin SDK for Model Context Protocol servers and clients. Maintained in collaboration with JetBrains kotlin server ai git clone https://github.com/wiremock-inc/anthropic-mcp-kotlin-sdk
• apache_iotdb-mcp-server 🐍 🏠 - Mirror of https://github.com/apache/iotdb-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/apache_iotdb-mcp-server
• aptos-mcp-server 🐍 🏠 - A Model Context Protocol (MCP) server for interacting with Aptos documentation and creating full-stack Aptos blockchain applications. python mcp server ai documentation pip install git+https://github.com/Tlazypanda/aptos-mcp-server
• ariunbolor_nsaf-mcp-server 🐍 🏠 - Mirror of https://github.com/ariunbolor/nsaf-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/ariunbolor_nsaf-mcp-server
• ceshine_git-prompts-mcp-server 🐍 🏠 - Mirror of https://github.com/ceshine/git-prompts-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/ceshine_git-prompts-mcp-server
• cloudflare-images-mcp 🐍 🏠 - Simple MCP server to add images to Cloudflare Images python mcp server pip install git+https://github.com/philipp-eisen/cloudflare-images-mcp
• firecrawl-simple-mcp 📘 🏠 📇 - MCP server for Firecrawl Simple — a web scraping and site mapping tool enabling LLMs to access and process web content typescript ai firecrawl llm mcp npm install Sacode/firecrawl-simple-mcp
• fledge-mcp 🐍 🏠 - Fledge Model Context Protocol (MCP) Server for Cursor AI integration python mcp server ai pip install git+https://github.com/Krupalp525/fledge-mcp
• Flex-MCP-Agent 🐍 🏠 - Flex MCP Agent is an AI-powered agent designed to interface with MCP servers to process and resolve user queries. Simply configure it with MCP servers, and watch it scale effortlessly—no limits, no bottlenecks. python mcp server ai pip install git+https://github.com/MahithChigurupati/Flex-MCP-Agent
• fluent_mcp 🐍 🏠 - python package for creating MCP servers with embedded LLM reasoning python mcp server llm pip install git+https://github.com/FluentData/fluent_mcp
• fortunto2_prefect-mcp-server 🐍 🏠 - Mirror of https://github.com/fortunto2/prefect-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/fortunto2_prefect-mcp-server
• Github-MCP-Server-Demo 🐍 🏠 - Repository created via custom MCP Python server python mcp server pip install git+https://github.com/jatinnahar15/mcp-python-test
• GongRzhe_Office-Word-MCP-Server 🐍 🏠 - Mirror of https://github.com/GongRzhe/Office-Word-MCP-Server python mcp server http go pip install git+https://github.com/MCP-Mirror/GongRzhe_Office-Word-MCP-Server
• google-calendar-mcp 🐍 🏠 - MCP server for google calendar python mcp server go pip install git+https://github.com/surana-mudit/google-calendar-mcp
• gmail-mcp-client-server 🐍 🏠 - MCP client and server to hook up Claude to Gmail. python mcp server ai pip install git+https://github.com/karimdabbouz/gmail-mcp-client-server
• google-calendar-mcp-server 🐍 🏠 📇 - Google Calendar APIを使用したMCPサーバー python mcp api go pip install git+https://github.com/101ta28/google-calendar-mcp-server
• gradio-transcript-mcp 🐍 🏠 - Gradio demo cum MCP server to generate transcripts from Audio/Video python mcp server pip install git+https://github.com/bsmnyk/gradio-transcript-mcp
• cloudinary-mcp-server 🐍 🏠 - Cloudinary-MCP-Server optimizes and manages Cloudinary’s image hosting, providing efficient media storage, processing, and delivery to enhance app performance and user experience. python mcp server pip install git+https://github.com/JaeGerW2016/cloudinary-mcp-server
• clssck_mcp-time-server 🐍 🏠 - Mirror of https://github.com/clssck/mcp-time-server python mcp server http pip install git+https://github.com/MCP-Mirror/clssck_mcp-time-server
• cnitlrt_headless-ida-mcp-server 🐍 🏠 - Mirror of https://github.com/cnitlrt/headless-ida-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/cnitlrt_headless-ida-mcp-server
• CodeByWaqas_MRConfluenceLinker-mcp-server 🐍 🏠 - Mirror of https://github.com/CodeByWaqas/MRConfluenceLinker-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/CodeByWaqas_MRConfluenceLinker-mcp-server
• CodeByWaqas_weather-mcp-server 🐍 🏠 - Mirror of https://github.com/CodeByWaqas/weather-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/CodeByWaqas_weather-mcp-server
• CodeLogicIncEngineering_codelogic-mcp-server 🐍 🏠 - Mirror of https://github.com/CodeLogicIncEngineering/codelogic-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/CodeLogicIncEngineering_codelogic-mcp-server
• Google-Calendar-MCP-Server 🐍 🏠 📇 - MCP Server for Google Calendar API python mcp server api go pip install git+https://github.com/Arkyapatwa/Google-Calendar-MCP-Server
• gpt-mcp-project 🐍 🏠 - Simple chat with Function Calling to a dummy MCP server python mcp server pip install git+https://github.com/muralinarisetty/gpt-mcp-project
• glean-mcp-server 🐍 🏠 - MCP Server for Glean Chat python mcp server pip install git+https://github.com/rahul-roy-glean/glean-mcp-server
• GreptimeTeam_greptimedb-mcp-server 🐍 🏠 - Mirror of https://github.com/GreptimeTeam/greptimedb-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/GreptimeTeam_greptimedb-mcp-server
• AgentWong_iac-memory-mcp-server-project 🐍 🏠 - Mirror of https://github.com/AgentWong/iac-memory-mcp-server-project python mcp server http pip install git+https://github.com/MCP-Mirror/AgentWong_iac-memory-mcp-server-project
• alexander-zuev_supabase-mcp-server 🐍 🏠 - Mirror of https://github.com/alexander-zuev/supabase-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/alexander-zuev_supabase-mcp-server
• h-yanagawa_research-mcp-server 🐍 🏠 - Mirror of https://github.com/h-yanagawa/research-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/h-yanagawa_research-mcp-server
• aallsbury_qb-time-mcp-server 🐍 🏠 - Mirror of https://github.com/aallsbury/qb-time-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/aallsbury_qb-time-mcp-server
• Ad-Veritas_mcp-server-trueRAG 🐍 🏠 - Mirror of https://github.com/Ad-Veritas/mcp-server-trueRAG python mcp server http pip install git+https://github.com/MCP-Mirror/Ad-Veritas_mcp-server-trueRAG
• AgentWong_optimized-memory-mcp-serverv2 🐍 🏠 - Mirror of https://github.com/AgentWong/optimized-memory-mcp-serverv2 python mcp server http pip install git+https://github.com/MCP-Mirror/AgentWong_optimized-memory-mcp-serverv2
• aindreyway_mcp-server-neurolora-p 🐍 🏠 - Mirror of https://github.com/aindreyway/mcp-server-neurolora-p python mcp server ai http pip install git+https://github.com/MCP-Mirror/aindreyway_mcp-server-neurolora-p
• alexgoller_illumio-mcp-server 🐍 🏠 - Mirror of https://github.com/alexgoller/illumio-mcp-server python mcp server http go pip install git+https://github.com/MCP-Mirror/alexgoller_illumio-mcp-server
• alexgoller_mcp-server-agenda 🐍 🏠 - Mirror of https://github.com/alexgoller/mcp-server-agenda python mcp server http go pip install git+https://github.com/MCP-Mirror/alexgoller_mcp-server-agenda
• alexwohletz_language-server-mcp 🏠 - Mirror of https://github.com/alexwohletz/language-server-mcp html mcp server http git clone https://github.com/MCP-Mirror/alexwohletz_language-server-mcp
• allenporter_mcp-server-home-assistant 🐍 🏠 - Mirror of https://github.com/allenporter/mcp-server-home-assistant python mcp server http pip install git+https://github.com/MCP-Mirror/allenporter_mcp-server-home-assistant
• anpigon_mcp-server-obsidian-omnisearch 🐍 🏠 - Mirror of https://github.com/anpigon/mcp-server-obsidian-omnisearch python mcp server http go pip install git+https://github.com/MCP-Mirror/anpigon_mcp-server-obsidian-omnisearch
• aoirint_aoirint_mcping_server 🐍 🏠 - Mirror of https://github.com/aoirint/aoirint_mcping_server python mcp server http pip install git+https://github.com/MCP-Mirror/aoirint_aoirint_mcping_server
• arben-adm_mcp-claude-dev 🐍 🏠 - Mirror of https://github.com/arben-adm/mcp-claude-dev python mcp http pip install git+https://github.com/MCP-Mirror/arben-adm_mcp-claude-dev
• blazickjp_arxiv-mcp-server 🐍 🏠 - Mirror of https://github.com/blazickjp/arxiv-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/blazickjp_arxiv-mcp-server
• blazickjp_shell-mcp-server 🐍 🏠 - Mirror of https://github.com/blazickjp/shell-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/blazickjp_shell-mcp-server
• blazickjp_web-browser-mcp-server 🐍 🏠 - Mirror of https://github.com/blazickjp/web-browser-mcp-server python mcp server web http pip install git+https://github.com/MCP-Mirror/blazickjp_web-browser-mcp-server
• CaesarYangs_prometheus_mcp_server 🐍 🏠 - Mirror of https://github.com/CaesarYangs/prometheus_mcp_server python mcp server http pip install git+https://github.com/MCP-Mirror/CaesarYangs_prometheus_mcp_server
• chatmcp_mcp-server-collector 🐍 🏠 - Mirror of https://github.com/chatmcp/mcp-server-collector python mcp server http pip install git+https://github.com/MCP-Mirror/chatmcp_mcp-server-collector
• claude-mcp-repl 🐍 🏠 - A python/shell/perl MCP written by Claude itself python mcp pip install git+https://github.com/lyuhau/claude-mcp-repl
• Claude-MCP-server-test 🏠 - A simple coming soon website for testing html web testing git clone https://github.com/sudhanbhandari0/Claude-MCP-server-test
• daikw_mcp-server-on-raspi 🐍 🏠 - Mirror of https://github.com/daikw/mcp-server-on-raspi python mcp server ai http pip install git+https://github.com/MCP-Mirror/daikw_mcp-server-on-raspi
• DMontgomery40_mcp-local-server 🐍 🏠 - Mirror of https://github.com/DMontgomery40/mcp-local-server python mcp server http go pip install git+https://github.com/MCP-Mirror/DMontgomery40_mcp-local-server
• duan-li_mcp-weather-server-example 🐍 🏠 - Mirror of https://github.com/duan-li/mcp-weather-server-example python mcp server http pip install git+https://github.com/MCP-Mirror/duan-li_mcp-weather-server-example
• github-mcp-server-practice 🐍 🏠 - Practice repository for MCP server implementation python mcp server pip install git+https://github.com/soso0024/github-mcp-server-practice
• gowtham3105_mcp_server_opensearch 🐍 🏠 - Mirror of https://github.com/gowtham3105/mcp_server_opensearch python mcp server http go pip install git+https://github.com/MCP-Mirror/gowtham3105_mcp_server_opensearch
• hackernew-mcp 🏠 - AI Friendly MCP Server for Hacker News mcp server ai git clone https://github.com/yunfanye/hackernew-mcp
• mcp-server 🐍 🏠 - 一系列 mcp 服务 (Python-based) python mcp pip install git+https://github.com/DreamCats/mcp-server
• mcp-pagerduty 🐍 🏠 - A Model Context Protocol (MCP) server that provides integration with PagerDuty for incident management and monitoring operations. python mcp server monitoring pip install git+https://github.com/judexzhu/mcp-pagerduty
• mcp-pdf2pics 🐍 🏠 - pdf to pictures mcp server python mcp server pip install git+https://github.com/gfhe/mcp-pdf2pics
• mcp-playground 🐍 🏠 - Core MCP Server with React Frontend and Multi-Agent Support python mcp server react pip install git+https://github.com/skolte/mcp-playground
• mcp-proxmox 🐍 🏠 - mcp server for interfacing with proxmox python mcp server pip install git+https://github.com/johnstetter/mcp-proxmox
• mcp-sample 🐍 🏠 - The minimal mcp server sample for learning python mcp server pip install git+https://github.com/Hinaser/mcp-sample
• mcp-scratchpad 🐍 🏠 - A scratchpad repository for MCP clients/servers. python mcp server pip install git+https://github.com/cpaulisi/mcp-scratchpad
• mcp-sentiment 🐍 🏠 - MCP server to facilitate Sentiment Analysis python mcp server pip install git+https://github.com/shubhamagr24/mcp-sentiment
• MCP-Recon-Client 🐍 🏠 - Client for communicating with MCP-Recon-Server python mcp server pip install git+https://github.com/seyrup1987/MCP-Recon-Client
• MCP-Recon-Server 🐍 🏠 - MCP server with tools for domain reconnaissance python mcp server ai pip install git+https://github.com/seyrup1987/MCP-Recon-Server
• mcp-protocol-server 🐍 🏠 📇 - A Model Context Protocol server implementation with FastAPI python server api pip install git+https://github.com/tian1ll1/mcp-protocol-server
• mcp-python-server 🐍 🏠 - mcp and python test server python mcp server pip install git+https://github.com/rohanjoackhim/mcp-python-server
• mcp-risk-calculator 🏠 html git clone https://github.com/Guhan4396/mcp-risk-calculator
• mcp-searxng-tool 🏠 - 一個用來讓 AI Agent 可透過 SearXNG 服務來搜尋外部網站內容與資訊的 MCP server 。 mcp server ai git clone https://github.com/erhwenkuo/mcp-searxng-tool
• mcp-server 🐍 🏠 - This repository hosts the “Weapon Recoil Generator” MCP Server deployed on Smithery. python mcp server pip install git+https://github.com/Hyeongseob91/mcp-server
• MCP-Server 🐍 🏠 - MCP Server for tool calling python mcp server pip install git+https://github.com/datzii/MCP-Server
• mcp-server 🐍 🏠 - 4-openai-integration python ai pip install git+https://github.com/Robinson777-prog/mcp-server
• mcp-server 🐍 🏠 - SSAFY 학생들을 위한 프로젝트 포트폴리오 및 면접 준비 도우미 서버 python pip install git+https://github.com/wonnyboi/mcp-server
• MCP-Server 🐍 🏠 - Sử dụng MCP Server & Agent LangChain/LangGraph python mcp server ai pip install git+https://github.com/ThangQT2606/MCP-Server
• mcp-server-deepseek 🐍 🏠 - A MCP server provides access to DeepSeek-R1's reasoning capabilities for LLMs python mcp server llm pip install git+https://github.com/tizee/mcp-server-deepseek
• mcp-server 🐍 🏠 📇 - Zyla API Hub MCP Server python mcp server api pip install git+https://github.com/Zyla-Labs/mcp-server
• mcp-server 🐍 🏠 - FereAI's MCP Server - The most powerful Crypto MCP Server. python crypto mcp mcp-server server pip install git+https://github.com/fere-ai/mcp-server
• mcp-server 🐍 🏠 - mcp-server : tools, resources, prompts python mcp server pip install git+https://github.com/mcp-ruah/mcp-server
• mcp-server 🐍 🏠 - complete mcp server (Python-based) python mcp server pip install git+https://github.com/ugundhar/mcp-server
• mcp-server 🐍 🏠 - MCP server that allows you to get the latest documentation python mcp server documentation pip install git+https://github.com/egeokt/mcp-server
• mcp-server 🐍 🏠 - example mcp server for claude python mcp server pip install git+https://github.com/sauravfouzdar/mcp-server
• mcp-server 🐍 🏠 - Python MCP Server python mcp server pip install git+https://github.com/kongo97/mcp-server
• mcp-server 🐍 🏠 - This project implements an MCP-compliant server that allows AI models to discover and invoke tools through a standardized protocol. The server is designed to be modular, with each tool implemented as a separate Python module. python mcp server ai pip install git+https://github.com/sampad1990/mcp-server
• mcp-server 🐍 🏠 - This is a repository for mcp servers python mcp server pip install git+https://github.com/avinash539/mcp-server
• mcp-server 🐍 🏠 - A simple AI-powered sticky notes app using MCP (Model Context Protocol) to add, read, delete, and summarize notes through Claude Desktop. python mcp ai pip install git+https://github.com/itsmerizzi/mcp-server
• mcp-server 🐍 🏠 - With this MCP, you can debug your application by querying any issue to an LLM using the latest documentation available on the web. We currently support LangChain, LlamaIndex, and OpenAI docs, but you can add any other sources as needed. python mcp web ai llm pip install git+https://github.com/JeanVittory/mcp-server
• MCP-Server 🐍 🏠 - doing something with MCP server python mcp server pip install git+https://github.com/21520894/MCP-Server
• mcp-server-calculator 🐍 🏠 - Demo of a local running MCP Server python mcp server pip install git+https://github.com/simonberner/mcp-server-calculator
• mcp-server-demo 🐍 🏠 - MCP server basic demo with stdio and sse transports python mcp server pip install git+https://github.com/chaitanya1731/mcp-server-demo
• mcp-server-101 🐍 🏠 - an mcp server serving tools to manage AWS account python mcp server aws pip install git+https://github.com/mounirelbakkali1/mcp-server-101
• MCP-server 🐍 🏠 - everyday series assignment python pip install git+https://github.com/ds231/MCP-server
• mcp-server-again 🐍 🏠 - mcp-server-again (Python-based) python mcp server ai pip install git+https://github.com/seemanttripathi/mcp-server-again
• mcp-server-customer-db 🐍 🏠 - Experiment with MCP for an internal customer database python mcp database pip install git+https://github.com/Marcelixoo/mcp-server-customer-db
• MCP-server 🐍 🏠 - MCP server setup (Python-based) python mcp server pip install git+https://github.com/wubbyweb/MCP-server
• MCP-Server-AI 📜 🏠 - A Simple Model Context Server (MCP) For AI Usecases javascript ai ai-agent anthropic mcp npm install kabragaurav/MCP-Server
• mcp-server-danchoicloud 🐍 🏠 - MCP Server (Python-based) python ai-agent mcp server pip install git+https://github.com/hoangndst/mcp-server-danchoicloud
• mcp-server-demo 🐍 🏠 📇 - 一个基于MCP框架的服务器演示项目，提供了简单的API接口实现，包括数字运算、时间查询、订单信息查询等功能。 python mcp api pip install git+https://github.com/raycao871218/mcp-server-demo
• mcp-server-demo 🏠 - Le protocole MCP permet aux applications de fournir un contexte aux LLM de manière standardisée, en dissociant la fourniture du contexte de l'interaction réelle avec le LLM. Ce SDK Python implémente l'intégralité de la spécification MCP, mcp llm python git clone https://github.com/mamouddiallo/mcp-server-demo
• MCP-server-HF-papers 🏠 - This repository is an MCP server that let's me talk to HF daily papers via WhatsApp. mcp server ai git clone https://github.com/amaarora/MCP-server-HF-papers
• mcp-server-letter-counter 🐍 🏠 - MCP server to count letters python mcp server pip install git+https://github.com/higherpass/mcp-server-letter-counter
• mcp-server-learn 🐍 🏠 - Python-based python pip install git+https://github.com/netr/mcp-server-learn
• mcp-server-moke-wenshu 🏠 - MokeWenShu is an AI-powered analysis tool for China Judgments Online, leveraging NLP and legal knowledge graphs to enable conversational document analysis, similar-case pattern mapping, and visualized judgment trend tracking, delivering dynamic insights for legal decision-making. ai git clone https://github.com/gzfutureai/mcp-server-moke-wenshu
• mcp-server-oxigraph 🐍 🏠 - MCP server for connecting to Oxigraph python mcp server pip install git+https://github.com/identimoji/mcp-server-oxigraph
• mcp-servers 🐍 🏠 - My MCP servers (Python-based) python mcp server pip install git+https://github.com/goofansu/mcp-servers
• mcp-servers-manager 🐍 🏠 - MCP Servers Manager (Python-based) python mcp server pip install git+https://github.com/betimd/mcp-servers-manager
• mcp-server-presupuesto-mysql1 🐍 🏠 - mcp-server-presupuesto-mysql1 python mcp server mysql pip install git+https://github.com/w2pwinlinux/mcp-server-presupuesto-mysql1
• mcp-server-search 🐍 🏠 - MCP server to use a search engine to obtain locations of relevant information on the internet python mcp server ai pip install git+https://github.com/MaartenSmeets/mcp-server-search
• mcp-server-talk 🏠 - Tech Talk about MCP servers html mcp server git clone https://github.com/SwonVIP/mcp-server-talk
• mcp-server-with-amazon-bedrock-agent 🐍 🏠 - mcp server with amazon bedrock agent python mcp server pip install git+https://github.com/shridharMe/mcp-server-with-amazon-bedrock-agent
• mcp-servers-experiments 🐍 🏠 - this repo contains my experiments with mcp servers python mcp server ai pip install git+https://github.com/HarshTomar1234/mcp-servers-experiments
• mcp-server-email 🐍 🏠 - Give your AI assistant an email address python ai pip install git+https://github.com/RKeelan/mcp-server-email
• mcp-sop-server 🐍 🏠 - A Model Context Protocol (MCP) server for accessing and searching Standard Operating Procedures (SOPs) with Italian language support. python mcp server pip install git+https://github.com/dadapera/mcp-sop-server
• mcp-server-demo 🐍 🏠 - A demonstration server implementing the Model Context Protocol (MCP) python mcp server pip install git+https://github.com/tian1ll1/mcp-server-demo
• mcp-server-dynamic-env 🐍 🏠 - Kubernetes MCP server for managing DynamicEnv custom resources with real-time updates and AI-driven integration. python mcp server ai kubernetes pip install git+https://github.com/yonathan-shtekel/mcp-server-dynamic-env
• mcp-server-playbook-2025 🐍 🏠 - Model Context Protocol Quick Start Guide - 2025 python pip install git+https://github.com/munganaai/mcp-server-playbook-2025
• mcp-server-say-hello-py 🐍 🏠 - The most simple ModelContext Protocol server example, just say hello to user. Written by python python server pip install git+https://github.com/BrightLin/mcp-server-say-hello-py
• mcp-server-poc-projects 🐍 🏠 - Simple POC Projects w/ stdio transports for Desktop python pip install git+https://github.com/ahmedmusawir/mcp-server-poc-projects
• mcp-server-python-demo 🐍 🏠 - This is a demo of an MCP server using Python, intended to be tested with vscode Copilot in Agent mode python agent-mode copilot copilot-chat devbox pip install git+https://github.com/legomb/mcp-server-python-demo
• mcp-server-strava 🐍 🏠 📇 - Интеграция Strava API с Model Context Protocol SDK python api pip install git+https://github.com/rbctmz/mcp-server-strava
• mcp-server-test 🐍 🏠 - hyeongseob's mcp test server repo. python mcp server pip install git+https://github.com/Hyeongseob91/mcp-server-test
• Mcp-Server-Study 🐍 🏠 - 个人学习MCP (Python-based) python mcp pip install git+https://github.com/uoky5217/mcp_server
• mcp-server-test 🐍 🏠 - MCP サーバーのテスト (Python-based) python mcp pip install git+https://github.com/i-icc/mcp-server-test
• mcp-server-test 🐍 🏠 - Référentiel de test pour l'intégration MCP server GitHub python mcp server pip install git+https://github.com/Erkkul/mcp-server-test
• mcp-server-test 🏠 - MCP server test repository html mcp server git clone https://github.com/khanhlenhut/mcp-server-test
• MCP-Server-TEST1 🐍 🏠 - testing mcp-server functionality venice and gemini (images) python mcp server testing pip install git+https://github.com/jhacksman/MCP-Server-TEST1
• mcp-server-trfrmarket 🐍 🏠 - An MCP server for transfer market based on popular R package & some other decorations python mcp server pip install git+https://github.com/abhishek9909/mcp-server-trfrmarket
• mcp-server-weather 🐍 🏠 - MCP server to get wearer forecast. python mcp server pip install git+https://github.com/debanshu005/mcp-server-weather
• mcp-server-yahoo-finance 🐍 🏠 - MCP Yahoo Finance Server and UI python mcp server pip install git+https://github.com/quartermaine/mcp-server-yahoo-finance
• mcp-server-youtube 🐍 🏠 - An MCP Server for personal YouTube feeds via OAuth python mcp server auth oauth pip install git+https://github.com/saginawj/mcp-server-youtube
• MCP-SERVER-YOUTUBE 🐍 🏠 - MCP SERVER IMPLEMENTATION FOR YOUTUBE INTEGRATION python mcp server pip install git+https://github.com/Ryuzaki1415/MCP-SERVER-YOUTUBE
• mcp-servers 🐍 🏠 - My MCP servers (Python-based) python mcp server pip install git+https://github.com/WillChangeThisLater/mcp-servers
• mcp-servers 🐍 🏠 - Collection of Model Context Protocol (MCP) servers for Cline, Roo, and Claude Desktop python mcp server pip install git+https://github.com/mows21/mcp-servers
• mcp-servers 🐍 🏠 - Dockerized MCP servers for portability python mcp server docker pip install git+https://github.com/m0r6aN/mcp-servers
• mcp-spring 🏠 - This project primarily serves as a demonstration of setting up Spring MCP. It focuses on the setup and usage of the MCP client and MCP server modules. html mcp server git clone https://github.com/bxmzero/mcp-spring
• mcp-servers 🐍 🏠 - MCP Server building examples python mcp server pip install git+https://github.com/KalyanbrataMaity/mcp-servers
• mcp-servers 🐍 🏠 - MCP Servers (Python-based) python mcp server pip install git+https://github.com/andrelbraga/mcp-servers
• mcp-servers 🐍 🏠 - MCP Servers for dev work python mcp server pip install git+https://github.com/prasoon2211/mcp-servers
• mcp-simple-arxiv-client 🐍 🏠 - A simple Python client to interact with the arXiv MCP server. python mcp server pip install git+https://github.com/om4r932/mcp-simple-arxiv-client
• mcp-snowflake-reader 🐍 🏠 - A Model Context Protocol (MCP) server that provides secure, read-only access to Snowflake databases. Allows LLMs to safely query tables and describe schemas without write permissions. Built with Python and the official Snowflake SDK. python mcp server database llm pip install git+https://github.com/fnf-deepHeading/mcp-snowflake-reader
• mcp-sondehub 🐍 🏠 📇 - A MCP Server for the SondeHub API primarily to experiment with MCP python mcp server api pip install git+https://github.com/LukePrior/mcp-sondehub
• mcp-sse-langchain-example 🐍 🏠 - Example of using MCP servers, both over sdio + sse. Also using langchain-mcp python mcp server ai pip install git+https://github.com/fredrikp999/mcp-sse-langchain-example
• mcp-sysinfo 🐍 🏠 - MCP Server to get system info python mcp server pip install git+https://github.com/allenbijo/mcp-sysinfo
• mcp-talib 🏠 - A Model Context Protocol (MCP) server that provides the functions of the ta-lib-python mcp server python git clone https://github.com/Jung-YongHan/mcp-talib
• mcp-tap-server 🏠 - This is an MCP-Server adapter provided by TapData for use with LLM's mcp server llm git clone https://github.com/tapdata/mcp-tap-server
• mcp-token-api 🐚 🏠 shell ai blockchain mcp thegraph git clone https://github.com/pinax-network/mcp-token-api
• mcpTerm 🐍 🏠 - a cli for interacting with mcp servers using your favourite llms python mcp server llm pip install git+https://github.com/VivekMara/mcpTerm
• medical-mcp 🐍 🏠 - Python-based python pip install git+https://github.com/chris-lovejoy/medical-mcp
• model-context-protocol 🐍 🏠 - Model Context Protocols for Cursor python git clone https://github.com/ericaxelrod-1/model-context-protocol
• mutation-clinical-trial-matching-mcp 🐍 🏠 - MCP server to query clinicaltrial.gov to identify mutation specific trials python agentic-coding ai-assistant claude-desktop clinicaltrialsgov pip install git+https://github.com/pickleton89/mutation-clinical-trial-matching-mcp
• mcp-thisweek 🐍 🏠 - A simple MCP (Model Context Protocol) that returns the dates from Monday to Friday of this week, and today's date. python mcp pip install git+https://github.com/taku-o/mcp-thisweek
• mcpm 🐍 🏠 - MCP Manager tool, to faciliate installing, runnning and managing MCP servers python mcp server pip install git+https://github.com/musdechocolate/mcpm
• mcpserver_udemy 🐍 🏠 - Udemy training on building MCP Servers python mcp server ai pip install git+https://github.com/Wendelius/mcpserver_udemy
• mcpserver-AngleOne 🐍 🏠 - Local MCP server connecting to Angle One SDK python mcp server pip install git+https://github.com/ankushCodeX/mcpserver-AngleOne
• MCPServerTest 🐍 🏠 - It is a test MCP server. python mcp server pip install git+https://github.com/KORONEzyy/MCPServerTest
• model-context-playground 🐍 🏠 - Playing around with MCP clients and servers python mcp server git clone https://github.com/jsnyde0/model-context-playground
• mvn-mcp-server 🐍 🏠 - MCP Server to communicate with Maven Central Feed python mcp server pip install git+https://github.com/danielscholl/mvn-mcp-server
• MySQL-MCP-Server 🐍 🏠 - Custom MCP Server for MySQL python mcp server mysql pip install git+https://github.com/gopikapeenikkal/MySQL-MCP-Server
• MCP-template 🐍 🏠 - A template project to create MCP server and client projects python mcp server pip install git+https://github.com/wubbyweb/MCP-template
• mcp-test-openshift 🐍 🏠 - Red Hat Openshift test for MCP server python mcp server pip install git+https://github.com/blumareks/mcp-test-openshift
• MCP-to-Langchain-addapter 🐍 🏠 - Addapter that turns MCP server tools into langchain usable tools python mcp server ai pip install git+https://github.com/SDCalvo/MCP-to-Langchain-addapter
• mcp-tools-server 🏠 - In this repository I want to create my personalized tools for llms llm git clone https://github.com/Dkuaik/mcp-tools-server
• mcp-window-screenshooter 🐍 🏠 - 🔄 Mirror of GitLab repo - Please visit GitLab for issues/PRs python gitlab-mirror pip install git+https://github.com/Tiartyos/mcp-window-screenshooter
• mcp-weather-app 🐍 🏠 - Learning about MCP servers. python mcp server pip install git+https://github.com/daycyberwox/mcp-weather-app
• mcpcloudtools 🐍 🏠 - Dynamically generate and test MCP tools in real time from cURL inputs using a simple FastAPI Web Application. python cloud dynamic-tools fastapi mcp-client pip install git+https://github.com/risabhmishra/mcpcloudtools
• MCP-Transformers 🐍 🏠 - LangChain wrapper for seamless integration MCP-servers with different open-source large language models from transformers library. python mcp server ai ml pip install git+https://github.com/getStRiCtd/MCP-Transformers
• mcp-weather 🐍 🏠 - 一個給 AI Agent 使用的 MCP Server 範例，用來取得美國各州的天氣預報與警示資訊 python mcp server ai pip install git+https://github.com/erhwenkuo/mcp-weather
• mcp-weather-server 🐍 🏠 - This repository contains files for building an MCP server for weather tasks. python mcp server ai pip install git+https://github.com/RoystonDAlmeida/mcp-weather-server
• mcp-yfinance 🐍 🏠 - An MCP tool wrapping a common yFinance Ticker history call. python mcp pip install git+https://github.com/nicholasf/mcp-yfinance
• mcp-weather-server 🐍 🏠 - An example Model Context Protocol server that provides weather data to LLMs. python server llm pip install git+https://github.com/MiesnerJacob/mcp-weather-server
• mcp-web-integration 🐍 🏠 - A collection of web integration tools for Model Context Protocol (MCP). python mcp web pip install git+https://github.com/DeanXu2357/mcp-web-integration
• mcp-web-tool-python 🐍 🏠 - Python-based python pip install git+https://github.com/ground-creative/mcp-web-tool-python
• mcp-ynu 🐍 🏠 - Python-based python pip install git+https://github.com/ynu/mcp-ynu
• MCPExec 🐍 🏠 - MCP Server to exec local cli commands python mcp server pip install git+https://github.com/0xBruno/MCPExec
• mcpgo 🐹 🏠 - Server side MCP implementation for Golang go ai anthropic llm mcp go install Southclaws/mcpgo@latest
• mcpserver 🐍 🏠 - A sample MCP server (Python-based) python mcp server pip install git+https://github.com/Vinayak9769/mcpserver
• MCPServer 🐍 🏠 - A Simple MCP Server for enabling agentic workflow python mcp server pip install git+https://github.com/ganesh-karthick/MCPServer
• mcp-weather-server-example 🐍 🏠 - Claude Model Context Protocol Weather Server Example python server pip install git+https://github.com/duan-li/mcp-weather-server-example
• mcpi-server-list 🏠 html git clone https://github.com/PythonScratcher/mcpi-server-list
• mcps-playground 🏠 - MCP Playground: Experiment with Anthropic's Claude & Model Context Protocol. Chat, connect servers, test tools. cloudflare mcp mcp-client mcp-cloudflare mcp-server git clone https://github.com/bighadj22/mcps-playground
• mcptime 🐍 🏠 - SImple MCP server to return the current time python mcp server pip install git+https://github.com/troyharris/mcptime
• MCPUltimate 🏠 - Ultimate MCP server aimed at stateful agents and managing vast workspaces mcp server ai git clone https://github.com/CryingSurrogate/MCPUltimate
• merlin 🐍 🏠 - HTTP Only Implementation of MCP v0.3 python mcp http git clone https://github.com/elevate-human-experiences/only_mcp
• mcpwrap 🐍 🏠 - Python-based python pip install git+https://github.com/K-Mistele/example-mcp
• mcss-mcp-server 🐍 🏠 - Model Context Protocol server for MCSS (Minecraft Server Soft) python server pip install git+https://github.com/largeorbitalobject/mcss-mcp-server
• Medical_calculator_MCP 🐍 🏠 - MCP server for medical calculations python mcp server pip install git+https://github.com/johnyquest7/Medical_calculator_MCP
• medieage_supabase-mcp-server 🐍 🏠 - Mirror of https://github.com/medieage/supabase-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/medieage_supabase-mcp-server
• medullar-mcp-server 🐍 🏠 - Medullar MCP Server (Python-based) python mcp server pip install git+https://github.com/medullar/medullar-mcp-server
• memento-mcp-oauth 🏠 - Memento MCP Server with OAuth authentication for Claude.ai mcp server ai auth oauth git clone https://github.com/odenizo/memento-mcp-oauth
• memes-mcp 🐍 🏠 - MCP Server for memes.bupt.site python mcp-server meme mcp server pip install git+https://github.com/wangzhigang1999/memes-mcp
• mermaid-mcp-server 🏠 git clone https://github.com/longjianjiang/mermaid-mcp-server
• mermaid-preview-mcp 🏠 - MCP server for previewing Mermaid diagrams with syntax error handling. Supports GitHub repository visualization. mcp server ai git clone https://github.com/jptrainers/mermaid-preview-mcp
• miguelyad26_alpaca-mcp-server 🐍 🏠 - Mirror of https://github.com/miguelyad26/alpaca-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/miguelyad26_alpaca-mcp-server
• mikemc_todoist-mcp-server 🐍 🏠 - Mirror of https://github.com/mikemc/todoist-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/mikemc_todoist-mcp-server
• mikecreighton-dot-com-content-mcp 🐍 🏠 - A Model Context Protocol (MCP) server that will provide all of the Mike Creighton Consulting website pages as Resources to any MCP clients. python mcp server web pip install git+https://github.com/mikecreighton/mikecreighton-dot-com-content-mcp
• Mineru98_mysql-mcp-server 🐍 🏠 - Mirror of https://github.com/Mineru98/mysql-mcp-server python mcp server http mysql pip install git+https://github.com/MCP-Mirror/Mineru98_mysql-mcp-server
• mingdedi_InternetSearch-mcp-server 🐍 🏠 - Mirror of https://github.com/mingdedi/InternetSearch-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/mingdedi_InternetSearch-mcp-server
• minhalvp_android-mcp-server 🐍 🏠 - Mirror of https://github.com/minhalvp/android-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/minhalvp_android-mcp-server
• minio_mcp-server-aistor 🏠 - Mirror of https://github.com/minio/mcp-server-aistor mcp server ai http git clone https://github.com/MCP-Mirror/minio_mcp-server-aistor
• mix-mcp-server 🐍 🏠 - This is the simplest mcp server in the world to get local current time. python mcp server pip install git+https://github.com/qiaoliang/mix-mcp-server
• mla-mcp 🐍 🏠 - Python-based python pip install git+https://github.com/ml-alpha/mla-mcp
• model_context_protocol_examples 🐍 🏠 - Some examples to build server, client test in model context protocol. Một số ví dụ sử dụng MCP python mcp server git clone https://github.com/anhnx000/model_context_protocol_examples
• model-context-protocol 🐍 🏠 - A custom server project built using the Model Context Protocol (MCP) in Python. This repository documents my learning, experiments, and development progress. python mcp server git clone https://github.com/PyBhagya/model-context-protocol
• model-context-protocol 🐍 🏠 - Implementation of Anthropic's Model Context Protocol python anthropic anthropic-claude claude fastmcp git clone https://github.com/arkapatra31/model-context-protocol
• MultiAgent_MCP_Langgraph 🐍 🏠 - Multi Agents with MCP servers implementation using Langgraph python mcp server pip install git+https://github.com/rakeshrau/MultiAgent_MCP_Langgraph
• my_mcp 🐍 🏠 - My MCP server repository python mcp server pip install git+https://github.com/whmyb6666/my_mcp
• mongo-mcp 🐍 🏠 - Python-based python pip install git+https://github.com/nick887/mongo-mcp
• mock-assistant-mcp-server 📘 🏠 - mcp server assistant for mock data typescript ai mcp-server mcp server npm install ogulcanarbc/mock-assistant-mcp-server
• moyu6027_deepseek-MCP-server 🐍 🏠 - Mirror of https://github.com/moyu6027/deepseek-MCP-server python mcp server http pip install git+https://github.com/MCP-Mirror/moyu6027_deepseek-MCP-server
• mprokopov_ledger-mcp-server 🐍 🏠 - Mirror of https://github.com/mprokopov/ledger-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/mprokopov_ledger-mcp-server
• MRConfluenceLinker-mcp-server 🐍 🏠 - Python-based python pip install git+https://github.com/CodeByWaqas/MRConfluenceLinker-mcp-server
• my-mcp-server 📘 🏠 - My MCP Server POC (TypeScript-based) typescript anthropic-ai-sdk cloudflare-workers honojs openai npm install quang-pham-dev/my-mcp-server
• my-mcp-servers 🐍 🏠 - A collection of my MCP servers. python mcp server pip install git+https://github.com/nengelmann/my-mcp-servers
• my-mcp-setup 🏠 - My MCP (Model Context Protocol) server setup for local environment to automate anything by LLM mcp server llm git clone https://github.com/ntsd/my-mcp-setup
• myanimelist-mcp 🏠 - MCP server for myanimelist integration with LLMs mcp server llm git clone https://github.com/davilbs/myanimelist-mcp
• Notion-MCP 🐍 🏠 📇 - A simple MCP server that integrates with Notion's API to manage my personal habit track. python mcp server api pip install git+https://github.com/phoenine/Notion-MCP
• p6xer-mcp-server 🐍 🏠 - This is the Model Context Protocol (MCP) Server for P6 XER files, exposes machine-readable MCP manifests for PyP6XER's modules for use by AI models. python cpm mcp mcp-server p6 pip install git+https://github.com/osama-ata/p6xer-mcp-server
• NeuroMCP 🔷 🏠 - NeuroMCP (Neural Model Context Protocol) is a collection of specialized microservices that enable AI agents to interact with various backend systems through a standardized API. c# ai azure-devops azure-devops-mcp c-sharp git clone https://github.com/AhmedKhalil777/NeuroMCP
• News-MCP-Server 🐍 🏠 📇 - MCP-server for nyhetsanalyse med AI-integrasjon – henter artikler, genererer sammendrag og lager tidslinjer ved hjelp av NewsAPI og Claude AI. python mcp server api ai pip install git+https://github.com/Danieljoh98/News-MCP-Server
• note-manger-mcp-server 🐍 🏠 - MCP Server for a note management application that integrates with Agents with MCP client integration - Tested with Claude Desktop python mcp server pip install git+https://github.com/ximanta/note-manger-mcp-server
• nova-act-mcp 🐍 🏠 - Nova Act MCP Server on ECS Fargate python cdk mcp-server nova-act playwright pip install git+https://github.com/awsdataarchitect/nova-act-mcp
• obsidian-mcp-server 🐍 🏠 - MCP (Model Context Protocol) server for Obsidian notes access via CouchDB LiveSync python mcp server pip install git+https://github.com/roelven/obsidian-mcp-server
• nutritionix_mcp 🐍 🏠 📇 - MCP Server and Client for Nutritionix API v2 python mcp server api pip install git+https://github.com/GuptaPurujit/nutritionix_mcp
• openapi2mcp 🐍 🏠 📇 - Automatically generate FAST Model-Context-Protocol (MCP) servers from OpenAPI/Swagger specs. python mcp server api pip install git+https://github.com/VitalyMalakanov/openapi2mcp
• spotify_mcp 🐍 🏠 - MCP Server to control Spotify python mcp server pip install git+https://github.com/jmoro0408/spotify_mcp
• spring-ai-mcp-poc 🏠 - Spring AI Model Context Protocol (MCP) Proof of Concept with GitHub MCP Server html mcp server ai git clone https://github.com/shesadri/spring-ai-mcp-poc
• Spotify-MCP-Server 🐍 🏠 - A server that enables AI assistants to interact with Spotify via the Model Context Protocol (MCP). It allows fetching current playback, controlling playback, and accessing user playlists. python mcp server ai pip install git+https://github.com/Shrau1711/Spotify-MCP-Server
• sqlite-mcp 🐍 🏠 - A lightweight Model Context Protocol (MCP) server that enables Large Language Models (LLMs) to autonomously interact with SQLite databases. python mcp server database llm pip install git+https://github.com/dubydu/sqlite-mcp
• stocks-mcp 🐍 🏠 - Python-based http git github python pip install git+https://github.com/natifridman/stocks-mcp
• subtitle-mcp 🐍 🏠 - This is a MCP Server for ETL(Extract Translate and Load) python mcp server pip install git+https://github.com/onebirdrocks/subtitle-mcp
• ssh-tools-mcp 🐍 🏠 - SSH tools and utilities for MCP servers python mcp server pip install git+https://github.com/lightfate/ssh-tools-mcp
• StarRocks_mcp-server-starrocks 🐍 🏠 - Mirror of https://github.com/StarRocks/mcp-server-starrocks python mcp server http pip install git+https://github.com/MCP-Mirror/StarRocks_mcp-server-starrocks
• steamstats-mcp 🐍 🏠 📇 - MCP Server for Steam Web API Game Statistics python mcp server api web pip install git+https://github.com/algorhythmic/steamstats-mcp
• strava-mcp 🐍 🏠 - An MCP server for Strava users python mcp server pip install git+https://github.com/anton-mcquinn/strava-mcp
• soso0024_github-mcp-server-practice 🐍 🏠 - Mirror of https://github.com/soso0024/github-mcp-server-practice python mcp server http pip install git+https://github.com/MCP-Mirror/soso0024_github-mcp-server-practice
• spencerhhubert_illustrator-mcp-server 🐍 🏠 - Mirror of https://github.com/spencerhhubert/illustrator-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/spencerhhubert_illustrator-mcp-server
• ssb-mcp 🏠 📇 - MCP server for interacting with Statistics Norway (SSB) API - enabling AI agents to access Norwegian statistical data mcp server api ai git clone https://github.com/haakonjacobsen/ssb-mcp
• tatn_mcp-server-fetch-python 🐍 🏠 - Mirror of https://github.com/tatn/mcp-server-fetch-python python mcp server http pip install git+https://github.com/MCP-Mirror/tatn_mcp-server-fetch-python
• Testing-of-FakePixelPe-Mcpe-Server 🏠 - I am Abinanda and I am Main Head of The project so I am Trying to make a Server like Hypixel in Mcpe With Private and Public+Paid Plugins mcp server ai git clone https://github.com/LoveZero29/Testing-of-FakePixelPe-Mcpe-Server
• thailand-earthquake-mcp 🏠 - MCP Server for Thailand Meteorological Department earthquake data - เซิร์ฟเวอร์ MCP สำหรับดึงข้อมูลแผ่นดินไหวจากกรมอุตุนิยมวิทยา mcp server ai git clone https://github.com/aekanundatascience/thailand-earthquake-mcp
• uupt-mcp-freight-server 🐍 🏠 - Python-based python pip install git+https://github.com/uupt-mcp/uupt-mcp-freight-server
• sugarforever_amap-mcp-server 🐍 🏠 - Mirror of https://github.com/sugarforever/amap-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/sugarforever_amap-mcp-server
• tesla-mcp-server 🐍 🏠 📇 - MCP Server for Tesla Products, specifically using the Owner API python mcp mcp-server tesla tesla-api pip install git+https://github.com/robcerda/tesla-mcp-server
• transportnsw-mcp 🐍 🏠 📇 - A Model Context Protocol (MCP) implementation for some useful Transport NSW API endpoints. python mcp api pip install git+https://github.com/danhussey/transportnsw-mcp
• surveymars-mcp 🐍 🏠 📇 - Official SurveyMars Model Context Protocol (MCP) server that enables interaction with SurveyMars APIs. This server allows MCP clients like Claude Desktop, Cursor, Windsurf, OpenAI Agents and others to create, distribute, and analyze surveys. python mcp server api ai pip install git+https://github.com/surveymars/surveymars-mcp
• tasks-mcp 🐍 🏠 - A tasks creation mcp server python mcp server pip install git+https://github.com/dev-hack95/tasks-mcp
• template-mcp-server 🐍 🏠 - Template for creating Model Context Protocol (MCP) servers python mcp server pip install git+https://github.com/djaboxx/template-mcp-server
• tess-mcp-server 🐍 🏠 📇 - Servidor MCP para integração com a API TESS, permitindo utilizar agentes TESS via protocolo MCP python mcp api pip install git+https://github.com/diegofornalha/tess-mcp-server
• test_mcp_servers_git 🐍 🏠 - A repository for testing MCP servers python mcp server testing pip install git+https://github.com/sumitsatapathy/test_mcp_servers_git
• thingsboard-mcp-server 🐍 🏠 - Thingsboard MCP Server python mcp server pip install git+https://github.com/akashtalole/thingsboard-mcp-server
• time-mcp 🐍 🏠 - MCP Server which returns current timestamp with streamlit app python mcp server ml pip install git+https://github.com/suryawanshishantanu6/time-mcp
• test-mcp 🏠 - test mcp servers and tokens used html mcp server git clone https://github.com/287852793/test-mcp
• ThirdBrAIn-MCPSERVERS-IQ 🐍 🏠 - MCP Servers focused collection of repo's (using git-subrepo for easy updating --ALL) python mcp server pip install git+https://github.com/cbruyndoncx/ThirdBrAIn-MCPSERVERS-IQ
• time_fastmcp_server 🐍 🏠 - Used FastMCP to replicate the official repo's Time Mcp Server feature. python mcp server pip install git+https://github.com/fykong/time_fastmcp_server
• todo-mcp-server 🐍 🏠 - This repository provides an MCP (Model Context Protocol) server for interacting with the Todo App through Claude and other MCP-compatible AI tools. This project allows AI agents to access and manage todos using the standardized MCP interface. python mcp-server todo-app mcp server pip install git+https://github.com/Adhishtanaka/todo-mcp-server
• time-mcp 🐍 🏠 - MCP server - make Claude tell the time! Highly reliable and consistent. python mcp server pip install git+https://github.com/samay58/time-mcp
• ultimate-team-mcp-server 🐍 🏠 - FDU Utils (Python-based) python pip install git+https://github.com/msaelices/ultimate-team-mcp-server
• us_stock_mcp_server 🐍 🏠 - Python-based python pip install git+https://github.com/mingyaw/us_stock_mcp_server
• StrongApps_MCPE_servers 🏠 - Mirror of https://github.com/StrongApps/MCPE_servers html mcp server http git clone https://github.com/MCP-Mirror/StrongApps_MCPE_servers
• Sunwood-ai-labs_mcp-weather-service-server 🐍 🏠 - Mirror of https://github.com/Sunwood-ai-labs/mcp-weather-service-server python mcp server ai http pip install git+https://github.com/MCP-Mirror/Sunwood-ai-labs_mcp-weather-service-server
• TakumiY235_uniprot-mcp-server 🐍 🏠 - Mirror of https://github.com/TakumiY235/uniprot-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/TakumiY235_uniprot-mcp-server
• tanigami_mcp-server-perplexity 🐍 🏠 - Mirror of https://github.com/tanigami/mcp-server-perplexity python mcp server http pip install git+https://github.com/MCP-Mirror/tanigami_mcp-server-perplexity
• tatn_mcp-server-diff-python 🐍 🏠 - Mirror of https://github.com/tatn/mcp-server-diff-python python mcp server http pip install git+https://github.com/MCP-Mirror/tatn_mcp-server-diff-python
• Tomatio13_mcp-server-tavily 🐍 🏠 - Mirror of https://github.com/Tomatio13/mcp-server-tavily python mcp server http pip install git+https://github.com/MCP-Mirror/Tomatio13_mcp-server-tavily
• toolhouse-community_mcp-server-toolhouse 🐍 🏠 - Mirror of https://github.com/toolhouse-community/mcp-server-toolhouse python mcp server http pip install git+https://github.com/MCP-Mirror/toolhouse-community_mcp-server-toolhouse
• trezero_mcpServers 🐍 🏠 - Mirror of https://github.com/trezero/mcpServers python mcp server http pip install git+https://github.com/MCP-Mirror/trezero_mcpServers
• tumf_mcp-shell-server 🐍 🏠 - Mirror of https://github.com/tumf/mcp-shell-server python mcp server http pip install git+https://github.com/MCP-Mirror/tumf_mcp-shell-server
• tzafrir_mcp-server-replicate 🐍 🏠 - Mirror of https://github.com/tzafrir/mcp-server-replicate python mcp server http pip install git+https://github.com/MCP-Mirror/tzafrir_mcp-server-replicate
• URL - https://mcp.my-awesome-server.com/sse http
• vault-mcp-server 🐍 🏠 - The third-party FOSS MCP server for Vault python mcp mcp-server vault vault-plugin pip install git+https://github.com/mschuchard/vault-mcp-server
• vbr-mcp-server 🐍 🏠 - MCP server to gather AWS cost information for VBR repositores python mcp server aws pip install git+https://github.com/wjquigsAZ/vbr-mcp-server
• weather_mcp 🐍 🏠 - A MCP server for weather forecast python mcp server pip install git+https://github.com/brunolnetto/weather_mcp
• weather-mcp 📘 🏠 - Simple Weather MCP Server typescript ai cursor mcp mcp-server npm install gifflet/weather-mcp
• weather-mcp 🐍 🏠 - MCP server for weather forecasts and alerts python mcp server pip install git+https://github.com/ruankie/weather-mcp
• weather-mcp-server 🐍 🏠 - vibe coding - weather mcp server python mcp server pip install git+https://github.com/snowan/weather-mcp-server
• web-search-mcp-server 🐍 🏠 - Servidor MCP que busca documentação mais atualizada de tools python mcp ai pip install git+https://github.com/joao-santillo/web-search-mcp-server
• weather-mcp-server 🐍 🏠 - 这是一个基于 FastMCP 构建的天气查询 MCP 服务器 python mcp pip install git+https://github.com/qianyan/weather-mcp-server
• weather-server-mcp 🐍 🏠 - A server that can be used to call function that give current weather status in Claude Desktop. Following this tutorial: https://modelcontextprotocol.io/quickstart/server#why-claude-for-desktop-and-not-claude-ai python server ai http pip install git+https://github.com/aashimajaiswal/weather-server-mcp
• weatherlink-mcp 🐳 🏠 - A Model Context Protocol (MCP) server that provides real-time weather data to AI assistants. dockerfile mcp server ai git clone https://github.com/tomohiroJin/weatherlink-mcp
• waldur_waldur-mcp-server 🐍 🏠 - Mirror of https://github.com/waldur/waldur-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/waldur_waldur-mcp-server
• weather-mcp 🐍 🏠 📇 - A Model Context Protocol (MCP) server that provides weather forecast data from the Government of Canada Weather API. Fetch accurate 5-day forecasts for any location in Canada by latitude and longitude. Easily integrates with Claude Desktop and other MCP-compatible clients. python mcp server api go pip install git+https://github.com/SeanLF/weather-mcp
• weather-mcp-server 🐍 🏠 - this is a Mcp server for us weather, I create it for test purposes python mcp server pip install git+https://github.com/michael7736/weather-mcp-server
• Web_Search_MCP 🐍 🏠 - An MCP(Model Context Protocol) Server with a web search tool python mcp server web pip install git+https://github.com/memohib/Web_Search_MCP
• web-mcp-server 🏠 📇 - A web scraping MCP server that integrates BeautifulSoup, Gemini AI, and Selenium for automated content extraction and analysis. mcp server api web ai git clone https://github.com/djaboxx/web-mcp-server
• zk-mcp 🐍 🏠 - MCP server for zk (Python-based) python mcp server pip install git+https://github.com/koei-kaji/zk-mcp
• PersonalMcp 🐍 🏠 - Repository for personal mcp server configuration python mcp server pip install git+https://github.com/willyii/PersonalMcp
• PersonalMCP 🦉 🏠 - A collection Swift projects which aim to build a MCP server for completing personal tasks swift mcp server ai git clone https://github.com/spprichard/PersonalMCP
• Personas-MCP-Server 🏠 - Model Context Protocol server implementation for my AI personas server ai git clone https://github.com/aaronbassett/Personas-MCP-Server
• qyweixin_bot_mcp_server 🐍 🏠 - 企业微信群通知机器人 (Python-based) python pip install git+https://github.com/zuojianghua/qyweixin_bot_mcp_server
• rahgadda_oracledb_mcp_server 🐍 🏠 - Mirror of https://github.com/rahgadda/oracledb_mcp_server python mcp server http pip install git+https://github.com/MCP-Mirror/rahgadda_oracledb_mcp_server
• qs-first-mcp 🐍 🏠 - Following Quick Start from Anthropic's MCP guide python mcp pip install git+https://github.com/SSGrady/qs-first-mcp
• Quantum-369_Gmail-mcp-server 🐍 🏠 - Mirror of https://github.com/Quantum-369/Gmail-mcp-server python mcp server ai http pip install git+https://github.com/MCP-Mirror/Quantum-369_Gmail-mcp-server
• Quantumcompute_mcp 🏠 - A Model Context Protocol (MCP) server that integrates large language models (LLMs) with quantum computing platforms, such as IBM Quantum’s Qiskit. mcp server llm git clone https://github.com/sakshiglaze/Quantumcompute_mcp
• qweather-mcp-server 🐍 🏠 📇 - 和风天气API MCP服务（练习用） (Python-based) python mcp api pip install git+https://github.com/yangxt65535/qweather-mcp-server
• qwert666_mcp-server-foundry 🐍 🏠 - Mirror of https://github.com/qwert666/mcp-server-foundry python mcp server http pip install git+https://github.com/MCP-Mirror/qwert666_mcp-server-foundry
• radial-hks_MCP-Unreal-Server 🏠 - Mirror of https://github.com/radial-hks/MCP-Unreal-Server html mcp server http git clone https://github.com/MCP-Mirror/radial-hks_MCP-Unreal-Server
• radiofrance-podcast-explorer-mcp 🐍 🏠 - A Model Control Protocol (MCP) server for exploring and accessing Radio France podcasts and audio content. python mcp server pip install git+https://github.com/infinitimeless/radiofrance-podcast-explorer-mcp
• rag-mcp-pipeline-research 🐍 🏠 - A learning repository exploring Retrieval-Augmented Generation (RAG) and Multi-Cloud Processing (MCP) server integration using free and open-source models. python llms mcp-server rag mcp pip install git+https://github.com/dzikrisyairozi/rag-mcp-pipeline-research
• raju-deriv_mcp-deriv-api-server 🐍 🏠 📇 - Mirror of https://github.com/raju-deriv/mcp-deriv-api-server python mcp server api http pip install git+https://github.com/MCP-Mirror/raju-deriv_mcp-deriv-api-server
• ransomwarelive-mcp-server 🐍 🏠 - Ransomware Live MCP Server ✨🔐 python mcp server pip install git+https://github.com/slouchd/ransomwarelive-mcp-server
• rbctmz_mcp-server-strava 🐍 🏠 - Mirror of https://github.com/rbctmz/mcp-server-strava python mcp server http pip install git+https://github.com/MCP-Mirror/rbctmz_mcp-server-strava
• quckstart-mcp-server 🐍 🏠 - mcp server 테스트 (Python-based) python mcp server pip install git+https://github.com/abel9851/quckstart-mcp-server
• reading-plus-ai_mcp-server-data-exploration 🐍 🏠 - Mirror of https://github.com/reading-plus-ai/mcp-server-data-exploration python mcp server ai http pip install git+https://github.com/MCP-Mirror/reading-plus-ai_mcp-server-data-exploration
• Red-exe-Engineer_MCPE-Server-Proxy 🐍 🏠 - Mirror of https://github.com/Red-exe-Engineer/MCPE-Server-Proxy python mcp server http pip install git+https://github.com/MCP-Mirror/Red-exe-Engineer_MCPE-Server-Proxy
• redmine-mcp-server 🏠 - A Model Context Protocol (MCP) server that enables AI assistants to interact with Redmine for focused and transparent project management. mcp server ai git clone https://github.com/zacharyelston/redmine-mcp-server
• remote-mcp-webapp-python 🐍 🏠 📇 - FastAPI MCP server on Azure App Service python mcp server api azure pip install git+https://github.com/madebygps/remote-mcp-webapp-python
• reymerekar7_beehiiv-mcp-server 🐍 🏠 - Mirror of https://github.com/reymerekar7/beehiiv-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/reymerekar7_beehiiv-mcp-server
• remote-mcp-server 🐍 🏠 📇 - MCP Server using SSE - can be hsoted remotely (build using fastapi, fastmcp, uv) python mcp server api pip install git+https://github.com/jaygodara45IP/remote-mcp-server
• saras-mcp 🐍 🏠 - MCP server code for Saras python mcp server pip install git+https://github.com/ashyam-saras/saras-mcp
• repo-to-txt-mcp 🐍 🏠 - MCP server for analyzing and converting Git repositories to text files for LLM context python mcp server llm pip install git+https://github.com/chromewillow/repo-to-txt-mcp
• reminia_zendesk-mcp-server 🐍 🏠 - Mirror of https://github.com/reminia/zendesk-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/reminia_zendesk-mcp-server
• ResembleMCP 🏠 - Resemble AI MCP Server Implementation Challenge mcp server ai git clone https://github.com/liwilliam2021/ResembleMCP
• RichardHan_mssql_mcp_server 🐍 🏠 - Mirror of https://github.com/RichardHan/mssql_mcp_server python mcp server http pip install git+https://github.com/MCP-Mirror/RichardHan_mssql_mcp_server
• rijksmuseum-mcp-oaipmh 🏠 📇 - MCP server for Rijksmuseum OAI-PMH API mcp server api ai git clone https://github.com/shenhai-ran/rijksmuseum-mcp-oaipmh
• Rootly-AI-Labs_Rootly-MCP-server 🐍 🏠 - Mirror of https://github.com/Rootly-AI-Labs/Rootly-MCP-server python mcp server ai http pip install git+https://github.com/MCP-Mirror/Rootly-AI-Labs_Rootly-MCP-server
• rt-mcp 🐍 🏠 - A Model Context Protocol (MCP) server for Request Tracker python mcp server pip install git+https://github.com/richieri/rt-mcp
• saaros-mcp-server 🐍 🏠 📇 - A Model Context Protocol (MCP) server that provides access to the Brave Search API, running as a background thread python mcp server api pip install git+https://github.com/mjochum64/saaros-mcp-server
• rishikavikondala_mcp-server-aws 🐍 🏠 - Mirror of https://github.com/rishikavikondala/mcp-server-aws python mcp server http aws pip install git+https://github.com/MCP-Mirror/rishikavikondala_mcp-server-aws
• salesforcemcp 🏠 - A Python MCP server providing tools for Salesforce metadata manipulation, data operations, and documentation search. Designed to power AI assistants for Salesforce tasks. mcp server ai python documentation git clone https://github.com/abouabd/salesforcemcp
• sargoth-mcp 🐍 🏠 - MCP Server for the Sargoth Mermaid Editor API python chart charting-library charting-library-integration diagram pip install git+https://github.com/floor-licker/sargoth-mcp
• school-db-mcp-server 🐍 🏠 - MCP server for a school database python mcp server database pip install git+https://github.com/eoinmooremath/school-db-mcp-server
• sbb-mcp 🐍 🏠 - an mcp server to interact with SBB.ch python mcp server pip install git+https://github.com/grll/sbb-mcp
• sek-fx-mcp 🐍 🏠 📇 - En Model Context Protocol-server (MCP) som kopplar en LLM till Riksbankens API för kronans växelkurs. python claude-ai mcp mcp-server modelcontextprotocol pip install git+https://github.com/bromaniac/sek-fx-mcp
• senechal-mcp 🐍 🏠 - Thi sis a companion MCP server for the Senechal project python mcp server pip install git+https://github.com/mattjoyce/senechal-mcp
• serverMCprt 🐍 🏠 - prueba (Python-based) python pip install git+https://github.com/kevinixz/serverMCprt
• shankarpriyank/remote-mcp-server-authless 🏠 ☁️ - Deploy a remote MCP server without authentication on Cloudflare Workers, enabling seamless integration with Cloudflare AI Playground and local MCP clients. remote local auth http ai
• simplelocalize-mcp-server 📘 🏠 📇 - Interact with the SimpleLocalize API using AI assistants like Github Copilot, Claude, or in AI-powered IDEs like Cursor AI. typescript cursor-ai i18n llm mcp npm install simplelocalize/simplelocalize-mcp-server
• sms-mcp-server 🐍 🏠 - sms mcp server (Python-based) python mcp server pip install git+https://github.com/675256493/sms-mcp-server
• social_mcp 🐍 🏠 - Socail MCP Server (Python-based) python mcp server ai pip install git+https://github.com/kitadmin01/social_mcp
• podbeanMCP 🐍 🏠 📇 - An MCP server for the Podbean API python mcp mcp-server modelcontextprotocol podbean pip install git+https://github.com/amurshak/podbeanMCP
• openmeteo-weather-mcp 🐍 🏠 - MCP server that fetches current weather info and forecast for a given location. python mcp server pip install git+https://github.com/walidsi/openmeteo-weather-mcp
• Oxen-MCP 🐍 🏠 - Oxen MCP server (Python-based) python mcp server pip install git+https://github.com/Eric-Laurence/Oxen-MCP
• Pokeapi-MCP 🐍 🏠 - MCP server for agentic AI to withdraw information python mcp server ai pip install git+https://github.com/GomesAdhikari/Pokeapi-MCP
• postgresql-mcp 🐍 🏠 - A postgresql-mcp server python mcp server postgres pip install git+https://github.com/tobecrazy/postgresql-mcp
• pragmar_mcp_server_webcrawl 🐍 🏠 - Mirror of https://github.com/pragmar/mcp_server_webcrawl python mcp server web http pip install git+https://github.com/MCP-Mirror/pragmar_mcp_server_webcrawl
• pyBittle-mcp-server 🐍 🏠 - MCP Server to control pyBittle via BLE python mcp server pip install git+https://github.com/cluesang/pyBittle-mcp-server
• pydbcx-mcp 🐍 🏠 - Python MCP server for enabling data communication (databases, web services, scripts) via JDBCX server. python mcp server database web pip install git+https://github.com/jdbcx/pydbcx-mcp
• simple-mcp 🐍 🏠 - Practice building MCP servers python mcp server pip install git+https://github.com/ThomasVuNguyen/simple-mcp
• OpenLinkSoftware_mcp-sqlalchemy-server 🐍 🏠 - Mirror of https://github.com/OpenLinkSoftware/mcp-sqlalchemy-server python mcp server http pip install git+https://github.com/MCP-Mirror/OpenLinkSoftware_mcp-sqlalchemy-server
• owayo_gitlab-mcp-server 🐍 🏠 - Mirror of https://github.com/owayo/gitlab-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/owayo_gitlab-mcp-server
• pab1it0_adx-mcp-server 🐍 🏠 - Mirror of https://github.com/pab1it0/adx-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/pab1it0_adx-mcp-server
• pool_services_figma_mcp_test 🏠 - Test w/ Figma MCP server to generate a pool services page html mcp server git clone https://github.com/EmundoT/pool_services_figma_mcp_test
• port-experimental_port-mcp-server 🐍 🏠 - Mirror of https://github.com/port-experimental/port-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/port-experimental_port-mcp-server
• prajwalnayak7_mcp-server-redis 🐍 🏠 - Mirror of https://github.com/prajwalnayak7/mcp-server-redis python mcp server http redis pip install git+https://github.com/MCP-Mirror/prajwalnayak7_mcp-server-redis
• ProbonoBonobo_sui-mcp-server 🐍 🏠 - Mirror of https://github.com/ProbonoBonobo/sui-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/ProbonoBonobo_sui-mcp-server
• processing-claude-mcp-bridge 🐍 🏠 - Integración entre Processing y Claude mediante el Model Context Protocol (MCP). Permite controlar y crear sketches de Processing mediante conversaciones en lenguaje natural con Claude. python mcp pip install git+https://github.com/donchelo/processing-claude-mcp-bridge
• promptmcp 🐍 🏠 - An MCP server that uses a local directory to store prompt templates (default ~/.promptmcp) python mcp server pip install git+https://github.com/arevak/promptmcp
• progmo-mcp-server 🏠 - Experimental project to create an MCP agent to help with coding html mcp git clone https://github.com/whitmo/progmo-mcp-server
• PsiACE_nebulagraph-mcp-server 🐍 🏠 - Mirror of https://github.com/PsiACE/nebulagraph-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/PsiACE_nebulagraph-mcp-server
• PythonCMCPServer 🐍 🏠 - Building a Custom MCP Server using Python python mcp server pip install git+https://github.com/maneeshsit/PythonCMCPServer
• PythonServerMcp 🐍 🏠 - A template repository for MCP python mcp pip install git+https://github.com/stevearagonsite/PythonServerMcp
• shopify-mcp-server 🐍 🏠 - Shopify MCP server (Python-based) python mcp server pip install git+https://github.com/abhi-mahule/shopify-mcp-server
• simple-mcp-server 🐍 🏠 - Model Context Protocol (MCP) server integrated with an external inference service (e.g., Ollama/Gemma3) via middleware. python mcp server pip install git+https://github.com/jorgesandoval/simple-mcp-server
• simple-mcp-server 🐍 🏠 - A basic stdio & streamable http implementation of FastMCP Server python mcp server http pip install git+https://github.com/rjmoggach/simple-mcp-server
• wenb1n-dev_mysql_mcp_server_pro 🐍 🏠 - Mirror of https://github.com/wenb1n-dev/mysql_mcp_server_pro python mcp server http mysql pip install git+https://github.com/MCP-Mirror/wenb1n-dev_mysql_mcp_server_pro
• workout_mcp_server 🐍 🏠 - MCP Server for workout info python mcp server pip install git+https://github.com/ipdelete/workout_mcp_server
• youtube-mcp-server 🐍 🏠 - An MCP server that enables uploading videos to YouTube through Claude Desktop or any MCP-compatible client python mcp server pip install git+https://github.com/adamanz/youtube-mcp-server
• neo4j-mcp-chainlit 🐍 🏠 📇 - A poc of Neo4j mcp server with Chainlit (MCP host) and Claude LLM (Anthropic) API python mcp server api ai pip install git+https://github.com/Abhid14/neo4j-mcp-chainlit
• neoforge-mcp-server 🐍 🏠 - NeoMCP server (Python-based) python mcp server pip install git+https://github.com/neoforge-dev/neoforge-mcp-server
• netwrix_mcp-server-naa 🐍 🏠 - Mirror of https://github.com/netwrix/mcp-server-naa python mcp server http pip install git+https://github.com/MCP-Mirror/netwrix_mcp-server-naa
• NewAITees_ollama-MCP-server 🐍 🏠 - Mirror of https://github.com/NewAITees/ollama-MCP-server python mcp server ai http pip install git+https://github.com/MCP-Mirror/NewAITees_ollama-MCP-server
• noah-vh_mcp-server-clickup 🐍 🏠 - Mirror of https://github.com/noah-vh/mcp-server-clickup python mcp server http pip install git+https://github.com/MCP-Mirror/noah-vh_mcp-server-clickup
• notion-mcp 🐍 🏠 - A simple Notion MCP Server python mcp server pip install git+https://github.com/flyer103/notion-mcp
• ntealan-apis-mcp-server 🐍 🏠 📇 - A modular, extensible Model Context Protocol (MCP) server for NTeALan REST APIs dictionaries and contributions. This project provides a unified interface for managing dictionary data, articles, and user contributions, and is designed for easy integration and extension. python generative-ai lexicography mcp-server ntealan pip install git+https://github.com/Levis0045/ntealan-apis-mcp-server
• NvkAnirudh_YT-to-LinkedIn-MCP-Server 🐍 🏠 - Mirror of https://github.com/NvkAnirudh/YT-to-LinkedIn-MCP-Server python mcp server http pip install git+https://github.com/MCP-Mirror/NvkAnirudh_YT-to-LinkedIn-MCP-Server
• obsidian-mcp-cursor 🐍 🏠 - Obsidian MCP integration for Cursor IDE - A bridge between your Obsidian vault and Cursor IDE. python mcp pip install git+https://github.com/frank889JJ/obsidian-mcp-cursor
• omni-server 🐍 🏠 - A MCP Server to get familiarize to Model Context Protocol python mcp server pip install git+https://github.com/abhijithk1/omni-server
• openai-mcp-implementation 🏠 - Implementation of OpenAI MCP Server html mcp server ai git clone https://github.com/Spysailor/openai-mcp-implementation
• OpenLinkSoftware_mcp-pyodbc-server 🐍 🏠 - Mirror of https://github.com/OpenLinkSoftware/mcp-pyodbc-server python mcp server http pip install git+https://github.com/MCP-Mirror/OpenLinkSoftware_mcp-pyodbc-server
• YanxingLiu_dify-mcp-server 🐍 🏠 - Mirror of https://github.com/YanxingLiu/dify-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/YanxingLiu_dify-mcp-server
• yfinance-mcp 🏠 - A Python MCP Server for yfinance mcp server python git clone https://github.com/flipthedog/yfinance-mcp
• zerobounce-mcp-server 🐍 🏠 - zerobounce-mcp-server python mcp server pip install git+https://github.com/avivshafir/zerobounce-mcp-server
• pan-os-mcp 🐍 🏠 📇 - PAN-OS MCP Server (XML API) python mcp server api ml pip install git+https://github.com/edoscars/pan-os-mcp
• parallels-ras-mcp-server 🐍 🏠 📇 - MCP server for Parallels RAS using FastAPI python mcp server api pip install git+https://github.com/kamalsrini17/parallels-ras-mcp-server
• Pet-store-MCP-server-3 🐍 🏠 - MCP server test (Python-based) python mcp server pip install git+https://github.com/octaviusp/Pet-store-MCP-server-3
• playwright-mcp-project 🏠 - A project to demonstrate Playwright MCP server usage with Jenkins pipeline html mcp server git clone https://github.com/vikaskumarprofessional92/playwright-mcp-project
• playwright-universal-mcp 🐍 🏠 - A universal Playwright MCP server for browser automation in containerized environments python mcp server ai pip install git+https://github.com/xkiranj/playwright-universal-mcp
• QAInsights_jmeter-mcp-server 🐍 🏠 - Mirror of https://github.com/QAInsights/jmeter-mcp-server python mcp server ai http pip install git+https://github.com/MCP-Mirror/QAInsights_jmeter-mcp-server
• QAInsights_locust-mcp-server 🐍 🏠 - Mirror of https://github.com/QAInsights/locust-mcp-server python mcp server ai http pip install git+https://github.com/MCP-Mirror/QAInsights_locust-mcp-server
• qdrant_mcpserver 🐍 🏠 - A simple MCP server to access Qdrant python mcp server pip install git+https://github.com/davidwynter/qdrant_mcpserver
• shreyaskarnik_huggingface-mcp-server 🐍 🏠 - Mirror of https://github.com/shreyaskarnik/huggingface-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/shreyaskarnik_huggingface-mcp-server
• simple_agent_api_tool 🐍 🏠 - Test Simple MCP server python mcp server git clone https://github.com/natapone/simple_mcp_server
• simple-mcp-test 🐍 🏠 - A sample project testing Model Context Protocol (MCP) server and client interaction. python mcp server testing pip install git+https://github.com/tjjd4/simple-mcp-test
• SimpleServerSetup 🐍 🏠 - A dual-mode Python calculator server supporting both Server-Sent Events (SSE) for web clients and Standard Input/Output (STDIO) for terminal interaction. python mcp mcp-client mcp-server uv pip install git+https://github.com/DionBenFernandes-Dev/SimpleServerSetup
• sionic-ai_serverless-rag-mcp-server 🐍 🏠 - Mirror of https://github.com/sionic-ai/serverless-rag-mcp-server python mcp server ai http pip install git+https://github.com/MCP-Mirror/sionic-ai_serverless-rag-mcp-server
• smithery-openapi-server 🐍 🏠 📇 - OpenAPI server for Smithery Registry, providing access to MCP servers python mcp server api pip install git+https://github.com/chinpeerapat/smithery-openapi-server
• softgridinc-pte-ltd_mcp-excel-reader-server 🐍 🏠 - Mirror of https://github.com/softgridinc-pte-ltd/mcp-excel-reader-server python mcp server http pip install git+https://github.com/MCP-Mirror/softgridinc-pte-ltd_mcp-excel-reader-server
• website 📘 🏠 - The portal for aimcp typescript ai awesome collection mcp git clone https://github.com/aimcp/website
• wordhippo-mcp-server 🐍 🏠 - Thesaurus MCP server that scrapes WordHippo python mcp server pip install git+https://github.com/clareliguori/wordhippo-mcp-server
• weekly-report-mcp 🐍 🏠 - An MCP server that checks weekly report submissions in a Google Sheet python mcp server go pip install git+https://github.com/kaneyxx/weekly-report-mcp
• WeiWanMcpServer 🐍 🏠 - 私人McpServer (Python-based) python mcp server pip install git+https://github.com/WeiWan5675/WeiWanMcpServer
• wheather-mcp 🐍 🏠 - Simple MCP weather server python mcp server pip install git+https://github.com/sarankrishna/wheather-mcp
• XGenerationLab_xiyan_mcp_server 🐍 🏠 - Mirror of https://github.com/XGenerationLab/xiyan_mcp_server python mcp server http pip install git+https://github.com/MCP-Mirror/XGenerationLab_xiyan_mcp_server
• ZbigniewTomanek_my-mcp-server 🐍 🏠 - Mirror of https://github.com/ZbigniewTomanek/my-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/ZbigniewTomanek_my-mcp-server
• zerubroberts_safetyculture-mcp-server 🐍 🏠 - Mirror of https://github.com/zerubroberts/safetyculture-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/zerubroberts_safetyculture-mcp-server
• mcp-tavily-search 🐍 🏠 - MCP server to give client the ability to search on the internet python mcp server pip install git+https://github.com/algonacci/mcp-tavily-search
• motherduckdb_mcp-server-motherduck 🐍 🏠 - Mirror of https://github.com/motherduckdb/mcp-server-motherduck python mcp server http pip install git+https://github.com/MCP-Mirror/motherduckdb_mcp-server-motherduck
• mymcpserv 🐍 🏠 - A modern, scalable MCP server implementation with support for multiple AI providers, advanced monitoring, and robust conversation management. python mcp server ai monitoring pip install git+https://github.com/eagurin/mymcpserv
• siddhantbajaj_shopify-mcp-server 🐍 🏠 - Mirror of https://github.com/siddhantbajaj/shopify-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/siddhantbajaj_shopify-mcp-server
• hannesrudolph_imessage-query-fastmcp-mcp-server 🐍 🏠 - Mirror of https://github.com/hannesrudolph/imessage-query-fastmcp-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/hannesrudolph_imessage-query-fastmcp-mcp-server
• MladenSU_cli-mcp-server 🐍 🏠 - Mirror of https://github.com/MladenSU/cli-mcp-server python mcp server ml http pip install git+https://github.com/MCP-Mirror/MladenSU_cli-mcp-server
• nexon33_search-fetch-server-mcp 🐍 🏠 - Mirror of https://github.com/nexon33/search-fetch-server-mcp python mcp server http pip install git+https://github.com/MCP-Mirror/nexon33_search-fetch-server-mcp
• noahvanhart_mcp-server-clickup 🐍 🏠 - Mirror of https://github.com/noahvanhart/mcp-server-clickup python mcp server http pip install git+https://github.com/MCP-Mirror/noahvanhart_mcp-server-clickup
• non-dirty_mcp-client-and-server 🐍 🏠 - Mirror of https://github.com/non-dirty/mcp-client-and-server python mcp server http pip install git+https://github.com/MCP-Mirror/non-dirty_mcp-client-and-server
• non-dirty_mcp-server-restart 🐍 🏠 - Mirror of https://github.com/non-dirty/mcp-server-restart python mcp server rest http pip install git+https://github.com/MCP-Mirror/non-dirty_mcp-server-restart
• odysseus0_mcp-server-shell 🐍 🏠 - Mirror of https://github.com/odysseus0/mcp-server-shell python mcp server http pip install git+https://github.com/MCP-Mirror/odysseus0_mcp-server-shell
• phil65_mcp-server-llmling 🐍 🏠 - Mirror of https://github.com/phil65/mcp-server-llmling python mcp server ml llm pip install git+https://github.com/MCP-Mirror/phil65_mcp-server-llmling
• philgei_mcp_server_filesystem 🐍 🏠 - Mirror of https://github.com/philgei/mcp_server_filesystem python mcp server http pip install git+https://github.com/MCP-Mirror/philgei_mcp_server_filesystem
• pierrebrunelle_mcp-server-openai 🐍 🏠 - Mirror of https://github.com/pierrebrunelle/mcp-server-openai python mcp server ai http pip install git+https://github.com/MCP-Mirror/pierrebrunelle_mcp-server-openai
• plurigrid_juvix-mcp-server 🐍 🏠 - Mirror of https://github.com/plurigrid/juvix-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/plurigrid_juvix-mcp-server
• PythonScratcher_mcpi-server-list 🏠 - Mirror of https://github.com/PythonScratcher/mcpi-server-list html mcp server http python git clone https://github.com/MCP-Mirror/PythonScratcher_mcpi-server-list
• Sivan22_mcp-otzaria-server 🐍 🏠 - Mirror of https://github.com/Sivan22/mcp-otzaria-server python mcp server http pip install git+https://github.com/MCP-Mirror/Sivan22_mcp-otzaria-server
• skydeckai_mcp-server-aidd 🐍 🏠 - Mirror of https://github.com/skydeckai/mcp-server-aidd python mcp server ai http pip install git+https://github.com/MCP-Mirror/skydeckai_mcp-server-aidd
• skydeckai_mcp-server-rememberizer 🐍 🏠 - Mirror of https://github.com/skydeckai/mcp-server-rememberizer python mcp server ai http pip install git+https://github.com/MCP-Mirror/skydeckai_mcp-server-rememberizer
• wrale_mcp-server-make 🐍 🏠 - Mirror of https://github.com/wrale/mcp-server-make python mcp server http pip install git+https://github.com/MCP-Mirror/wrale_mcp-server-make
• wrale_mcp-server-yahoo-finance 🐍 🏠 - Mirror of https://github.com/wrale/mcp-server-yahoo-finance python mcp server http pip install git+https://github.com/MCP-Mirror/wrale_mcp-server-yahoo-finance
• yr-mcp-server 🐍 🏠 - MCP Server for using Yr Weather Data as Context in LLM tools. python mcp server llm pip install git+https://github.com/AnyContext-ai/yr-mcp-server
• mcp-cps-data 🐍 🏠 - MCP Server for locally hosted data on Chicago Public Schools python mcp server go pip install git+https://github.com/mdagost/mcp-cps-data
• YUZongmin_semantic-scholar-fastmcp-mcp-server 🐍 🏠 - Mirror of https://github.com/YUZongmin/semantic-scholar-fastmcp-mcp-server python mcp server http pip install git+https://github.com/MCP-Mirror/YUZongmin_semantic-scholar-fastmcp-mcp-server
• ZZZHDW_mcp-server-kusto 🐍 🏠 - Mirror of https://github.com/ZZZHDW/mcp-server-kusto python mcp server http pip install git+https://github.com/MCP-Mirror/ZZZHDW_mcp-server-kusto
• MCPE-Server-Proxy 🐍 🏠 - This helps with joining MCPI servers on MCPE python mcp server pip install git+https://github.com/Red-exe-Engineer/MCPE-Server-Proxy