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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.

1.4K
live servers
36
avg trust
2.2K
most stars
951

Simple MCP Gateway

simple mcp-gateway (MCP-MCP and MCP-REST) and client by fastMCP

34
952

Run Existing MCP Servers

Hands-on MCP transport protocols lab — connecting to Context7 MCP server via STDIO (local npx) & Streamable HTTP (cloud) using FastMCP Client with async tool discovery & calling

34
953

Tryanno Flow

FAST MCP 2.0 by TyrannoFlow, playlist: https://www.youtube.com/playlist?list=PL_dJcfRLGH8ZKvMGnDo-tTjMh8WIo4wt4

34
954

Python MCP Server Starter

Python MCP server starter template — FastMCP, ruff, pytest, CI/CD ready

34
955

LearningFastMcpServer

Expense Tracker Pro: Advanced FastMCP 3.0 server for AI-driven finance. Features persistent SQLite storage, Streamable HTTP, and optimized SQL summary reports. Optimized for FastM…

34
956

Azure Python MCP Hello World

A Python FastMCP Server that can be hosted locally or within an Azure Python Web App.

34
957

Airflow Cloudera To Databricks MCP

FastMCP server for migrating Airflow DAGs from Cloudera Spark to Azure Databricks - Complete learning resource for teams new to MCP

34
958

Multi Transport Server

MCP Protocol implementation using FastMCP, LangChain, and Streamlit. Demonstrates local/remote servers, async patterns, and multi-transport support (STDIO, HTTP, SSE).

34
959

Github Knowledge Base MCP

MCP server to connect to and use any public GitHub repo as knowledge base (markdown/notebook docs)

34
960

Claude MCP Server Template

Python MCP server template — Tools, Resources, Prompts; Streamable HTTP transport; OpenTelemetry + Jaeger observability; JSON-RPC healthcheck; Docker compose stack; ADR-light deci…

34
961

Spendwise MCP

Agentic financial intelligence showcase powered by FastMCP, FastAPI, LangGraph, and real-time SSE observability.

34
962

Educational Agentic Rag

Agentic RAG server using FastMCP + Pinecone that automates weekly lesson planning for primary school teachers and exports formatted Excel files

34
963

AI Assistant OpenAI MCP Setup

A Minimal AI assistant setup with OPENAI & MCP Server (Model Context Protocol) tool support and a Gradio chat UI. Built with FastAPI, FastMCP, and Gradio.

34
964

Pete MCP Core

Shared substrate for pete-builds MCP servers: structured logging, healthcheck, transport wiring, tool-error decorator, settings base, and bearer-token auth builder over FastMCP.

34
965

Spec2openapi

Convert legacy API specs (SOAP/WSDL, Swagger 2.0) into FastMCP-ready OpenAPI 3.x documents

34
966

Document Chat

A Claude CLI chat client backed by a Model Context Protocol server — FastMCP tools, resources and prompts, with a 27-test suite.

34
967

Enterprise Employee Knowledge Assistant

AI-powered Employee Knowledge Assistant using MCP, FastAPI, PostgreSQL, and Claude Desktop.

34
968

Luna AI

🌙 Luna AI — AI-Powered Mental Health Counseling & Emotional Well-Being Companion. Features real-time voice call counseling (VAD + TTS), automated daily AI diary synthesis, mood tr…

34
969

Radarr Agent

🤖 Autonomous, self-hosted AI agent architecture designed to manage local Arr media stacks via natural language, LangGraph, FastMCP & Ollama.

34
970

GacaseMCP

Model Context Protocol (MCP) server for Georgia Department of Education (GaDOE) SuitCASE learning standards, course codes, CTAE clusters, and pathways.

34
971

Groupme MCP Server

An MCP server exposing the GroupMe API v3, built with FastMCP and hosted on Prefect Horizon.

34
972

Sheltergrid Backend

Agentic backend for coordinating Toronto shelter capacity — pgvector tool routing, a 31-tool FastMCP server, and an A2A mesh of Nemotron-3 Nano agents. NVIDIA Spark Hackathon 2026.

34
973

Databricks Weather Prediction MCP Agent

Day 3 Databricks Weather Prediction MCP Server

34
974

App Harness

Reference FastMCP server that integrates an app into a sandbox, with populate/snapshot/restore state hooks for RL episodes.

34
975

Gateway Reference

Reference implementation of the MCP authorization spec (2025-11-25) for enterprise deployments: an OAuth 2.1 gateway that brokers Microsoft Entra ID, enforces three-layer OPA poli…

34
976

Gpt Image MCP

Production-ready Remote MCP server for OpenAI GPT Image API.

34
977

Sellercloud MCP

MCP server for SellerCloud — read-only catalog, orders, inventory, channel listings. MIT-licensed.

34
978

N8n MCP Server Python

Python MCP server that connects Claude to n8n workflow automation via the n8n REST API

34
979

Matoroa MCP

An MCP server that lets you manage your Mataroa blog through natural language in Claude Desktop, Claude Code, or any MCP-compatible AI client.

34
980

FlightFinderMCP

MCP server enabling Claude to search and compare flights across multiple providers with smart caching and parallel queries

34
981

GopherFetch

context engine for claude.

34
982

Enterprise

MCP (Model Context Protocol) server in Python exposing internal enterprise data — customers, orders, inventory — to LLM clients like Claude Desktop and ChatGPT.

34
983

Finz MCP

Financial data MCP server for Claude Desktop, Cursor, OpenClaw.. built with FastMCP + yfinance.

34
984

GenAI HRMS MCP

AI-powered HR Management System using MCP (Model Context Protocol) with employee onboarding, leave management, meeting scheduling, ticketing, and automated email notifications.

34
985

Wiswa MCP

FastMCP server exposing Wiswa settings discovery for AI assistants.

34
986

Figma Dash MCP

open-source Model Context Protocol (MCP) server that connects IDEs directly to the Figma Desktop App.

34
987

SIP MCP Connector

Model Context Protocol server for Luxembourg government news from SIP, semantic search, RSS, Docker, Helm and Kubernetes.

34
988

CocktailPi MCP

Model Context Protocol (MCP) server for CocktailPi that exposes recipe and pump operations with token or username/password authentication.

34
989

OpentargetMCP

Powerful Model Context Protocol (MCP) server for therapeutic discovery and drug repurposing using the Open Targets Platform GraphQL API.

34
990

Track 2 Medical MCP Agent

AI medical assistant agent built with Google ADK + MCP + Gemini 1.5 Flash. Answers disease queries using structured tool calls via Model Context Protocol. Deployed on Google Cloud…

34
991

GROQ SERVER

Servidor MCP (Model Context Protocol) con interfaz CLI para chatear con LLMs via Groq API. Soporta historial de conversación, comandos especiales y modelos Llama 3.3, Mixtral y Ge…

34
992

OWUI Office MCP

Office document MCP server for OpenWebUI.

34
993

Uptime Kuma MCP

ranklancer

An open-source MCP server for managing and observing Uptime Kuma.

34
994

Agentic Planner

juliagrove

Agentic AI planner built to take action. Angular, LangChain and MCP.

34
995

Subiektmcp Releases

dekoder12345

MCP server for Subiekt GT (Polish ERP) - connects Claude Desktop, ChatGPT, Cursor & n8n to invoicing, inventory, customers & sales data. Commercial SaaS, Windows 10+. License: sub…

updated 3 months ago
34
996

Memstrata

ConsultRuss

Semantic memory MCP server (FastMCP + Postgres/pgvector) with tiered recall depth for token economy. Ships a retrieval-quality eval suite — precision@5 0.69, recall@10 0.82.

34
997

Review MCP

JonahZander

A purpose-built MCP server for bounded Google Reviews analysis with provider abstraction and PostgreSQL caching.

34
998

Goodearth MCP

lonniev

Good Earth — region-scoped farm climate analytics, monetized with Tollbooth DPYC

updated a month ago
34
999

openITCOCKPIT/openITCOCKPIT-MCP-Server

openITCOCKPIT

only; the 15 tools that change the monitoring configuration are not registered unless you enable them. Tools take hostnames and template names, not database IDs. Docker image, htt…

updated a month ago
34
1000

Claude Memory Architecture

bacharyehya

Mnemonic - AI Memory MCP Server. Persistent memory management for Claude and other AI assistants.

34
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