Browse 26,056 community-built MCP servers
A lightweight Python web framework designed to build MCP servers with built-in support for SSE, StreamHTTP, and MCPO protocols, featuring automatic OpenAPI documentation generation.
A collection of reference architectures and implementations for building Agentic AI systems using AWS services and the Model Context Protocol, featuring both SSE and stdio transport methods.
A versatile MCP server that enables AI models to capture and analyze real-time webcam images and screenshots, providing visual context for multi-modal interactions.
MPM is an MCP context-engineering layer for Vibe Coding, focused on three delivery bottlenecks: context loss, uncontrolled changes, and non-verifiable outcomes.
A robust MCP server that bridges LLMs with multiple database types like PostgreSQL, MySQL, and BigQuery, offering schema normalization and SQL query execution.
A comprehensive MCP server that enables AI interactions with Bitbucket Cloud, providing full REST API access for managing repositories, pull requests, branches, and code using token-efficient output formats.
A specialized MCP server that integrates Ahrefs SEO data into AI IDEs, enabling backlink analysis, keyword research, and traffic estimation directly within the coding environment.
A TypeScript SDK for building MCP servers and clients over MQTT, enabling seamless cross-platform communication between AI agents and tools in both browser and Node.js environments.
An MCP server providing comprehensive access to Shodan's network intelligence and CVEDB for IP reconnaissance, DNS operations, device discovery, and vulnerability tracking.
💎 A Ruby implementation of the Model Context Protocol
The official Railway MCP server enables AI agents to manage cloud infrastructure, including project creation, service deployment, environment management, and log retrieval using the Railway CLI.
A comprehensive MCP server that enables AI assistants to perform security analysis by querying the VirusTotal API for URL, file, IP, and domain threat intelligence, including deep relationship data.
A specialized financial MCP server providing real-time market data, technical indicator analysis, and automated trading capabilities through a departmental architecture. It integrates traditional technical indicators, price action analysis, and news sentiment for AI-driven quantitative trading.
A comprehensive CLI toolkit and boilerplate for scaffolding Model Context Protocol applications, supporting multiple transport modes like STDIO, SSE, and HTTP.
MCP (Model Context Protocol) Server. Secure, read-only access to query and analyze SQLite databases.
The Cycode CLI MCP server integrates security scanning capabilities directly into AI environments, enabling automated detection of secrets, vulnerabilities, and misconfigurations in code and infrastructure.
Google Tasks API Model Context Protocol Server.
IntelliConnect is a powerful AIoT platform core that integrates the Model Context Protocol (MCP) to provide advanced Agent capabilities, multi-protocol IoT management, and hardware support for devices like the xiaozhi-esp32.
A local RAG-based web search server that enables LLMs to fetch real-time information without external APIs by using DuckDuckGo search and local embedding models.
The official LAPRAS MCP Server allows users to search for jobs, manage professional experiences, and update career goals and technical skills directly through AI models using the LAPRAS platform.
MCP (Model Context Protocol) Server. Toolkit for creating blockchain agents that interact with the Starknet network, enabling wallet management, DeFi operations, and smart contract interactions through modular plugins
A browser-based MCP server using Playwright to automate Xiaohongshu (Little Red Book) interactions, including keyword searching, content retrieval, and intelligent comment generation.
A robust MySQL MCP server supporting real-time database operations via SSE, featuring granular security controls, SQL risk analysis, and database isolation levels.
MCP (Model Context Protocol) Server. Creates and manages dynamic MCP servers on-demand, enabling flexible tool execution and server lifecycle control through a TypeScript-based controller that runs in Docker for optimal isolation and security.
🚀 All-in-one MCP server with AI search, RAG, and multi-service integrations (GitLab/Jira/Confluence/YouTube) for AI-enhanced development workflows
A high-performance web capture tool specifically optimized for AI vision workflows, featuring automatic image tiling and resolution limiting for Claude Vision API compatibility.
The official MiniMax MCP implementation providing high-performance AI capabilities for multimodal content creation including high-fidelity text-to-speech, image and video generation, music creation, and voice cloning.
MCP server for natural language interaction with Power BI datasets
A documentation retrieval system for Claude Code providing real-time access to 85+ framework documentations with intelligent caching and multi-framework context enhancement.
A robust MCP server implementation featuring a full OAuth 2.1 flow and Reddit integration to demonstrate advanced capabilities like sampling and real-time notifications.