#fastmcp

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.

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Simple MCP Client-Server example

🔍 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.

A specialist MCP server that helps users create custom MCP servers

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

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。

Implementation of Anthropic's Model Context Protocol

Some examples to build server, client test in model context protocol. Một số ví dụ sử dụng MCP

This is our final project , in this we have utlized langgraph coupled with various mcp server mounted of fastapi using fastmcp to create mutlifaceted application for healthcare vendor to make them understand more about their product performance and provide suggestions and strategies

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

FastMCP server containerized for deployment in Google Kubernetes Engine alongside enhanced-mcp-agent

My example of setting up a MCP server

MQTT MCP Server using FastMCP

Servidor MCP para ciberseguridad en Windows. Expone herramientas defensivas como APIs HTTP listas para ser usadas por agentes IA, Claude Desktop o scripts personalizados. Fácil de integrar, extensible y listo para automatizar tu defensa digital.

This repository demonstrates a security vulnerability in MCP (Model Context Protocol ) servers that allows for remote code execution and data exfiltration through tool poisoning.

Compose and generate effortlessly MCP servers from any OpenAPI specifications

obsidian-milvus-FastMCP

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

X/Twitter MCP server

MCP server implementation for Telegram

A simple boilerplate for creating MCP servers with bun and fastmcp

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

MCP-NLP is a FastMCP application designed to provide NLP (Natural Language Processing) capabilities using the Model Context Protocol (MCP)

An MCP (Model Context Protocol) server (using FastMCP) to provide tools for listing local image files and reading their content. Designed for LLM agent integration.

deploy mcp server using Python fastmcp and Cloudfloare.

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.

Quick little template for a local MCP MySQL server.

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.

A Model Context Protocol server that facilitates interaction with the Solana blockchain, built using the Ping Agent Kit. (

Professional MCP server for OpenAlex academic research - ML-powered author disambiguation, institution resolution, and comprehensive researcher profiles with ORCID integration Transform your AI assistant into a powerful academic research tool! This MCP server provides seamless access to OpenAlex's comprehensive database of 200+ million scholarly works and researchers. Features include intelligent author disambiguation using machine learning, automatic institution name expansion (MIT → Massachusetts Institute of Technology), ORCID-verified researcher profiles, and detailed academic metrics. Perfect for researchers, academics, and developers working with scholarly data.

A professional MCP server for academic research using OpenAlex.org API. Provides ML-powered author disambiguation, institution resolution, ORCID integration, scholarly work search, and research topic analysis. Perfect for academic research, literature reviews, and author identification tasks.

A simple MCP server built using FastMCP, TypeScript, ESLint, and Prettier.

A comprehensive MCP server providing complete access to Korea's Library Information Naru API. Enables AI models to easily access all public library information, book searches, loan status, and reading statistics across South Korea.

Unofficial tools and server implementation for Binance's Model Context Protocol (MCP). Designed to support developers building crypto trading AI Agents.

MCP server wrapper around transformer.bee aka edifact-bo4e-converter

A basic stdio & streamable http implementation of FastMCP Server

A MCP project built with Python, FastMCP, Ollama, Open-webUI, FastAPI, and Docker.

MCP-NixOS - Model Context Protocol Server for NixOS resources

Revolutionary MCP server with surgical precision editing for Confluence - industry's first XML-aware selective content modification MCP system for AI assistants

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

Binance MCP Server is a robust tool that allows AI agents to connect with the Binance cryptocurrency exchange. It offers essential trading tools and market data access for efficient trading. 🐙💻

MCP Server using Amazon Q Business Cross App index