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MCP servers tagged fastmcp
1.4K live MCP servers tagged "fastmcp", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with fastmcp.
Calculator
MCP server example with calculator tools. Written using FastMCP
Demo
MCP Server Demo - Learn how Model Context Protocol works with this heart disease dataset example
Model Context Protocol
Implementation of Anthropic's Model Context Protocol
Monarch MCP
MCP server for Monarch Initiative Data
Weather
Weather MCP server using Open-Meteo API (FastMCP)
Research Assistant
A Model Context Protocol (MCP) server that provides intelligent research data management using vector embeddings and semantic search. This server enables you to save, organize, an…
Lab
👩💻 Learning about Mcp (model context protocol)
Example
This is an example of an MCP AI agent application, featuring a host that utilizes two servers, one written in Golang and another in Python, along with an LLM model to orchestrate…
Template
Production-ready Python MCP server template with FastMCP, structured logging, observability, and easy tool registration — a starter project for building your own Model Context Pro…
Weather MCP
Model Context Protocol (MCP) Server and Client for a Weather app that provides real-time weather alerts and forecasts.
Google Search MCP
This repository provides a MCP server that retrieves information from Google Search to provide context to Large Language Models (LLMs). It uses the Google Custom Search JSON API t…
Web Search
Web Search MCP server using Brave Search API (FastMCP)
Prometheus
PDF Liberation MCP Server - Break large PDFs into digestible chunks for Claude
Wildcard MCP
Resisting gravity wells in LLM output
Snowflake MCP
Read-only MCP server for Snowflake — query, explore schemas, and save results with built-in safety constraints
Server
Implementing an MCP Server in Python using FastMCP, Covering both the usecases "stdio" and "http""
Sourcegraph MCP
MCP server for Sourcegraph codesearch
Notion MCP Server
Minimal MCP Server for Notion, using FastMCP
Weather Server Demo
🌦️ A lightweight MCP (Model Context Protocol) server demo built in Python for Claude Desktop integration. Implements real-time weather retrieval tools built with FastMCP and httpx…
Confluence MCP Server
Model Context Protocol (MCP) HTTP server that exposes Confluence search for AI assistants.
Slack MCP Server
Minimal Slack MCP Server, using FastMCP
Terminal Server
Run shell scripts and manage files directly from the AI interface. Built with FastMCP for high performance and easy setup.
Pixel MCP
MCP server for Pixel Watch / Google Health API v4: 49 tools covering activity, heart, HRV, sleep, SpO2, body, nutrition, ECG.
Remote MCP Server Expense Tracker
Natural-language expense tracker powered by Claude Desktop via a remote MCP server.
Spawn
Analyze AI agent logs, extract reusable workflow patterns, and generate ready MCP/FastMCP servers.
Server
A proof-of-concept MCP server: AI agents query a database through scoped, audited tools instead of raw SQL
Tools
Python toolkit for building MCP servers — Framework, Factory and Proxy with dynamic plugin loading, management API and security boundaries.
Rimworld MCP
Model Context Protocol server for RimWorld 1.6. A C# mod exposes a local HTTP bridge; 85 MCP tools read game state and command colonists.
StoreTalk MCP Tiendanube
PROYECTO EN DESARROLLO: Gestioná tu tienda online conversando con tu asistente de IA. Creá, editá o borrá productos, actualizá precios y stock, revisá pedidos, consultá ventas y c…
Basecamp MCP Server
MCP server for Basecamp 3 with OAuth, FastMCP, and 75 tools for projects, todos, messages, card tables, docs, uploads, and search.
Stock MCP
专业的金融市场数据 MCP 服务器 - 支持A股/美股/加密货币，原生 MCP 协议，AI Agent 友好
Outline
A Model Context Protocol (MCP) server enabling AI assistants to interact with Outline documentation services.
IB MCP
This project provides an Interactive Brokers (IB) API interface using the Model Context Protocol (MCP).
KingdeeMCP
金蝶云星空 MCP Server：让 Claude/Cursor 等 AI 助手用自然语言直接查询、操作 ERP（采购/销售/库存/财务等 97 个工具）
Wishlist MCP
Hosted MCP server for wishlist.fit: connect Claude, ChatGPT, or Codex to your wishlist. Gift giving without the guesswork.
PostgreSQL Ops
🐘 Give AI assistants full PostgreSQL DBA superpowers — 30+ tools for performance analysis, bloat detection, lock/deadlock monitoring, autovacuum & schema inspection. No extensions…
Basecamp MCP Server
MCP server for Basecamp 3 with OAuth, FastMCP, and 75 tools for projects, todos, messages, card tables, docs, uploads, and search.
Gumroad MCP
MCP server for the Gumroad API — products, sales and payouts as tools for Claude and other MCP clients. Python / FastMCP.
PostgreSQL Ops
🐘 Give AI assistants full PostgreSQL DBA superpowers — 30+ tools for performance analysis, bloat detection, lock/deadlock monitoring, autovacuum & schema inspection. No extensions…
Template
Secure MCP server template in TypeScript and Python: stdio by default, optional streamable HTTP behind bearer auth, rate limit and body cap, bound to 127.0.0.1; bounded file and n…
Stock MCP
专业的金融市场数据 MCP 服务器 - 支持A股/美股/加密货币，原生 MCP 协议，AI Agent 友好
Outline
A Model Context Protocol (MCP) server enabling AI assistants to interact with Outline documentation services.
Basecamp MCP Server
MCP server for Basecamp 3 with OAuth, FastMCP, and 75 tools for projects, todos, messages, card tables, docs, uploads, and search.
Ops MCP
Production-style MCP server (Python/FastMCP): 8 typed tools for GitHub, Postgres, deploy status, and sandboxed filesystem — with SQL/path safety gates, dry-run writes, Docker, and…
Sentinel AIOps
Transform CI/CD failure logs into real-time automated anomaly detection and root-cause classification using supervised machine learning.
Google Play MCP
MCP server for managing apps on Google Play,
Server
Model Context Protocol (MCP) server implementation providing extensible tool integration and math utilities for LLMs.
Langsmith MCP Server
Model Context Protocol (MCP) server for LangSmith — inspect traces, runs, and datasets via agent tool calls.
Examples
Plug-and-play server examples for the Model Context Protocol (MCP), built with FastMCP. Your launchpad for creating tools for Claude, Gemini, and other AI agents.
Servers
17 Model Context Protocol servers in daily use — browser automation, DuckDB, document processing (PDF/DOCX/XLSX), ChromaDB, multi-provider AI. Python/FastMCP, 16k+ lines.