Browse 25,941 community-built MCP servers
A local knowledge graph system providing persistent memory for AI models through structured entities, relations, and context-aware storage. It supports both global and project-local databases with built-in safety markers to ensure secure data management.
An MCP server for codebase indexing and semantic search that provides automatic incremental updates, .gitignore integration, and multi-encoding support to find relevant code snippets.
A macOS-specific MCP server that bridges Claude with the ChatGPT desktop application via AppleScript, allowing for cross-assistant communication and conversation management.
A specialized MCP server that deploys autonomous Browser-Use agents to perform multi-agent QA testing on local or live websites for UI, accessibility, and technical defects.
MCP (Model Context Protocol) Server. Execute code in a secure WebAssembly sandbox supporting Python, JavaScript, C, C++, Ruby, and PHP
connects QGIS to Claude AI through the MCP. This integration enables prompt-assisted project creation, layer loading, code execution, and more.
A comprehensive MCP server that enables natural language management of Kubernetes clusters, supporting pods, deployments, Helm charts, and security auditing.
k8m is an AI-powered lightweight Kubernetes dashboard and MCP server that enables large language models to manage clusters via 49 built-in tools.
Debug your AI agents
`Unity Editor` and `Unity Runtime` MCP integration. Unit Test, Coding, C# Roslyn, Reflection, Assets. Helps to create games with AI. And helps to run AI logic in the game in runtime.
An MCP server that provides AI assistants with real-time access to stock market and cryptocurrency data, including financial statements, historical prices, and company news.
ArcadeDB Multi-Model Database, one DBMS that supports SQL, Cypher, Gremlin, HTTP/JSON, MongoDB and Redis. ArcadeDB is a conceptual fork of OrientDB, the first Multi-Model DBMS. ArcadeDB supports Vector Embeddings.
Make your WordPress site into a simple MCP server, exposing functionality to LLMs and AI agents.
Context Portal (ConPort) is a memory bank database system that effectively builds a project-specific knowledge graph, capturing entities like decisions, progress, and architecture, along with their relationships. This serves as a powerful backend for Retrieval Augmented Generation (RAG), enabling AI assistants to access precise, up-to-date project information.
An MCP server that enables web search capabilities using DuckDuckGo and provides intelligent content fetching and parsing for LLM-friendly consumption.
A self-hosted RSS reader and personal knowledge management tool.
A powerful Model Context Protocol (MCP) server that provides seamless access to Apple Developer Documentation through natural language queries. Search, explore, and get detailed information about Apple frameworks, APIs, sample code, and more directly in your AI-powered development environment.
Hyperbrowser is the next-generation platform empowering AI agents and enabling effortless, scalable browser automation.
An all-in-one developer tool and SDK designed for debugging, managing, and deploying Model Context Protocol (MCP) servers with integrated inspector and interactive testing capabilities.
A static analyzer for Solidity smart contracts that identifies security vulnerabilities and code quality issues in Foundry and Hardhat projects.
A LinkedIn automation server that enables AI assistants to scrape user profiles, analyze company data, and conduct job searches directly through a secure browser session.
MCP (Model Context Protocol) Server. Unified interface for interacting with multiple LLM providers including OpenAI, Anthropic, Google Gemini, Groq, DeepSeek, and Ollama with parallel prompt sending and response file saving capabilities.
Use 6,000+ pre-built cloud tools to extract data from websites, e-commerce, social media, search engines, maps, and more
🚀 MassGen is an open-source multi-agent scaling system that runs in your terminal, autonomously orchestrating frontier models and agents to collaborate, reason, and produce high-quality results. | Join us on Discord: discord.massgen.ai
A curated list of OpenClaw resources, tools, skills, tutorials & articles. OpenClaw (formerly Moltbot / Clawdbot) — open-source self-hosted AI agent for WhatsApp, Telegram, Discord & 50+ integrations.
A tool for the Model Context Protocol (MCP) that enables AI models to search for 12306 Chinese railway ticket information, including train filtering and transfer queries.
A cookbook and meal planning MCP server based on the 'HowToCook' project, helping users find recipes, filter by category, and generate meal plans based on dietary restrictions.
A tool for linting and automatically fixing Protocol Buffer files (proto2 and proto3) according to official style guides, now featuring an MCP server for integrated AI workflows.
A server that flexibly fetches HTML, JSON, Markdown, or plaintext.
AI-powered developer assistant that enables advanced code research, analysis and discovery across GitHub and NPM realms in realtime