52 #fastmcp MCP Servers & Clients

FastMCP v2 🚀

jlowin

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

Semantic Scholar MCP Server

YUZongmin

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

✨ Lucidity MCP 🔍

hyperb1iss

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.

Binance MCP Server 🚀

AnalyticAce

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

Telegram MCP Server

kfastov

Telegram user console client and archiver

X (Twitter) MCP server

rafaljanicki

X/Twitter MCP server

SSH Key Exfiltration via MCP Tool Poisoning

Repello-AI

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

Universal Source Management System

YUZongmin

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

🚀 FastMCP Boilerplate

rainer85ah

A MCP server built with Python, FastMCP, Ollama, Open-webUI, FastAPI, and Docker following a microservice architecture..

MCP Documentation Search Server

PicardRaphael

🔍 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.

Unsplash Mcp

cevatkerim

An MCP server for Unsplash photo search with proper attribution built-in. Key differentiator: Returns ready-to-use attribution_text and attribution_html for each photo, making it trivial for LLMs to build content pages with properly credited images (as required by Unsplash API g

Image Reader MCP Server

moiri-gamboni

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.

AppDog

rodolphebarbanneau

Compose and generate effortlessly MCP servers from any OpenAPI specifications

🛡️ CyberShield MCP — Servidor MCP de Defensa Autónoma (Windows)

jmatias2411

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.

URL Shortener MCP Tool

Talismanic

This MCP server will return the shortened URL using cleanuri.

MCP-BOS: 可扩展的MCP服务器框架

gooboot

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。

🏓 MCP Ping-Pong Server by Remote Call

kimtth

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

MarketScope AI: Healthcare Product Analytics

BigDataTeam5

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 strateg

FastMCP Server Generator

hotelbuddy-online

A specialist MCP server that helps users create custom MCP servers

TransformerBee.MCP

Hochfrequenz

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

Self-hosted, read-only MCP server for personal finance. Connect your banks, credit cards, loans, and brokerage accounts via Plaid and query them from Claude Code in plain English — no third-party aggregator involved.

🧭 Vibe Check MCP

kesslerio

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.

Open Alex MCP

drAbreu

Professional MCP server for OpenAlex academic research - ML-powered author disambiguation, institution resolution, and comprehensive researcher profiles with ORCID integration

Saudi Open Data MCP provides a governed interface to approved official Saudi datasets through explicit connectors, typed normalization, registry-backed metadata, and snapshot-backed querying. It is designed for internal or evaluator-controlled use where source boundaries, determi

SQLite Database Demo

anhnx000

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

High-performance MCP server for USPTO Patent File Wrapper API with secure document downloads, metadata access, and context reduction

Control your Instagram from Claude — publish photos, reels, carousels, read insights, manage comments and DMs. 14 tools via Instagram Login API. One-click free Render deploy for Claude Web and mobile.

Binance MCP Server 🚀

SayantiPalKCMS

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. 🐙💻

OMNI-MQTT-MCP

sub-arjun

MQTT MCP Server using FastMCP

A production-ready Model Context Protocol (MCP) server for Zammad, the open-source helpdesk and ticket system. It gives Claude, Cursor, and other MCP clients structured access to tickets, users, organizations, groups, and system metadata with configurable access control.

A Model Context Protocol (MCP) server for YouTube video transcripts and search.

Simple MCP Server

rjmoggach

A basic stdio & streamable http implementation of FastMCP Server

a four-valued logic in which the truth values V = {c, s, k, r} represent the canonical regimes of the constraint energy landscape

fastmcp-cloudflare

sugarshop

deploy mcp server using Python fastmcp and Cloudfloare.

MODEL CONTEXT PROTOCOL

arkapatra31

Implementation of Anthropic's Model Context Protocol

MCP-ChatBot

muralianand12345

Simple MCP Client-Server example

Model Context Protocol (MCP) Server for Local MySQL

Martyr2

Quick little template for a local MCP MySQL server.

Supertonic3 Mcp

nextic-tech

Local, on-device text-to-speech for Claude & Cursor. No API key, no cloud. Powered by Supertonic 3 — 10

Running Your MCP Server with FastMCP v2.0

GanonUchiha

My example of setting up a MCP server

MCP Server using Amazon Q Business Cross App index

windson

MCP Server using Amazon Q Business Cross App index

Data4library Mcp

isnow890

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.

A Ssh Mcp Server Written In Python. Which Builds Upon A Sophisticated Tools And Permission Layer. Including Skills, Docker And Systemctl Toolset And Some Runbooks.

Self-verifying trading MCP — regime detection + Trust Layer for crypto, US, KR stocks. 13 trust tools let AI agents verify accuracy, backtest tuning, news causality, feature governance, and strategy performance before recommending. 1,100+ symbols, 24/7 live data.

FastMCP v2 🚀

Sobroinc

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

🌩️ MCP Weather Alerts Tool using FastMCP + Claude Desktop

nahilahmed

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.

fastmcp-boilerplate

kyrelldixon

A simple boilerplate for creating MCP servers with bun and fastmcp

mcp-nlp

tivaliy

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