fastmcp

🚀 The fast, Pythonic way to build MCP servers and clients

MCP-NixOS - Model Context Protocol Server for NixOS resources

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.

A FastMCP server implementation for the Semantic Scholar API, providing comprehensive access to academic paper data, author information, and citation networks.

Lightweight Python Notebook MCP - Enable AI assistants to create, edit, and view Jupyter notebooks via Model Context Protocol

MCP server implementation for Telegram

A flexible system for managing various types of sources (papers, books, webpages, etc.) and integrating them with knowledge graphs.

🔍 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.

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.

MCP-BOS: 模块化、可扩展的Model Context Protocol服务器框架 使用基于约定的自动模块发现机制，为Claude Desktop打造的灵活MCP服务器框架。通过简洁的模块接口和声明式配置，轻松扩展AI应用功能，无需修改核心代码。支持FastMCP标准，包含完整工具、资源和提示模板注册能力。

Simple MCP Client-Server example

🏓 An experimental and educational script for Ping-pong server demonstrating remote MCP (Model Context Protocol) calls

A Python-based MCP server providing tools to access and interact with the police.uk API, offering data on crimes, police forces, neighbourhoods, and stop-and-search incidents.

An experimental ModelContextProtocol server connecting LLMs to DefectDojo for AI-powered security workflows. Enables natural language interaction with vulnerability data, simplifies security analysis, and automates reporting through a lightweight middleware integration.

Compose and generate effortlessly MCP servers from any OpenAPI specifications

PaperMate is an all-in-one toolkit for academic paper search, similar paper recommendation, and PDF to Word conversion.

MCP server for managing apps on Google Play,

Implementation of Anthropic's Model Context Protocol

微信读书 MCP（Multi-agent Collaboration Protocol）服务允许 AI 代理与您的微信读书库进行交互，帮助您更好地管理和分析您的阅读内容。