#fastapi

FastAPI-MCP

tadata-org

Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!

MCP Gateway

IBM

An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool calling, and supports plugins.

Healthcare MCP Server

Cicatriiz

A Model Context Protocol (MCP) server providing AI assistants with access to healthcare data and medical information tools, including FDA drug info, PubMed, medRxiv, NCBI Bookshelf, clinical trials, ICD-10, DICOM metadata, and a medical calculator.

OpenAPI to Model Context Protocol (MCP)

gujord

The OpenAPI-MCP proxy translates OpenAPI specs into MCP tools, enabling AI agents to access external APIs without custom wrappers!

💹 MCP YFinance Stock Server

Adity-star

Real-time stock API with Python, MCP server example, yfinance stock analysis dashboard

FastAPI MCP SSE

panz2018

A working example to create a FastAPI server with SSE-based MCP support

Github Second Brain

BaoNguyen09

Providing tools to AI to explore github codebase like agent

FastMCP Integration Application Demo

ZhouhaoJiang

A modular application API interface based on FastMCP, integrating a demo of the MCP server, FastAPI interface and LLM Agent processing capabilities | 一个基于FastMCP的模块化应用，集成了MCP服务器、FastAPI接口和LLM Agent 处理能力的 demo

MyAIServ: AI-Powered FastAPI Server with MCP 🚀

eagurin

High-performance FastAPI server implementing Model Context Protocol (MCP) for seamless integration with Large Language Models (LLMs). Built with modern stack: FastAPI, Elasticsearch, Redis, Prometheus, and Grafana.

Cursor History MCP 📜

Nossim

API service to search vectorized Cursor IDE chat history using LanceDB and Ollama

🛡️ 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.

Cursor Chat History Vectorizer & Dockerized Search MCP

markelaugust74

API service to search vectorized Cursor IDE chat history using LanceDB and Ollama

🏓 MCP Ping-Pong Server by Remote Call

kimtth

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

MCP Servers

cploutarchou

Production-ready Model Context Protocol (MCP) servers in Python, Go, and Rust for VS Code integration. Enables AI systems to interact with tools via standardized interfaces.

Mcp Rest Sample

BeaverHouse

Python sample code for MCP server + REST API (FastAPI) integration

Learning Ai

arunkumar201

Learning AI

Mcp Llm Fastapi Ui

vasstavkumar

A model that uses streamlit as frontend and MCP server(notion and postgres tools) and FAST API for integration

MCP Server for Windsurf

rohanbanda-TRT

Integration between Windsurf and custom MCP servers

Qdrant MCP Server

davidwynter

A simple MCP server to access Qdrant

🧠 Model Context Protocol (MCP) Server

sathishj21

A modular FastAPI-based MCP (Model Context Protocol) server that supports reading local JSON and Excel files via HTTP API. Easily extensible for agents and automation tools like Flowsie AI or n8n. Includes Docker support and clean production-ready structure.

jenkins-mcp-server

appykr

A FastAPI based Jenkins MCP Server to run with local Ollama LLM

🧠 AI会話記録・活用統合システム

okamyuji

🧠 Automated AI conversation recording and knowledge management system with MCP integration for Claude Desktop, VSCode, and Cursor

MCP Server - FastAPI on Azure App Service

madebygps

FastAPI MCP server on Azure App Service

mcpcloudtools

risabhmishra

Dynamically generate and test MCP tools in real time from cURL inputs using a simple FastAPI Web Application.

lemon-ai-mcp-server-demo-hotel

LemonITCN

一个mcp server的demo，前台录入酒店的房间信息，然后可以通过mcp查询当前酒店的最新数据 前台vue3后台python fastapi + sqlite

Description

KimiJL

Example web app mounting a model context protocol (MCP) server on a FastAPI server

🌴 Travel Itinerary - FastAPI Project

ThasnimaShereef

This is a backend system for managing travel itineraries using FastAPI and SQLAlchemy, featuring RESTful APIs to create and view itineraries and an MCP server to recommend itineraries based on trip duration.

Basic MCP Server

jaygodara45IP

MCP Server using SSE - can be hsoted remotely (build using fastapi, fastmcp, uv)

MCP Terminal Server

cwmoore-ai

A lightweight FastAPI server that can run as a Windows service and exposes an endpoint to execute shell commands and stream their output

GitHub MCP Server

ds231

everyday series assignment

Schemacheck Agent

garyedgington

SchemaCheck Agent validates JSON payloads against JSON Schema Draft 7 and 2020-12 standards. Designed for agent-to-agent workflows, it returns structured validation results instantly — including field-level error paths, human-readable summaries, and optionally a corrected payload

Python Medical MCP Server

HeyBatlle1

this is a cloned version of

nutanix-mcp-server

takanorisuzuki

Nutanix Prism Central と連携してクラスタ・仮想マシン情報を取得する MCP (Model Context Protocol) サーバーの FastAPI 実装

MCP‑EDA Example Flow

AndyLu666

Server for EDA Tools, Duke University

Proxmox LangChain Agent

johnstetter

langchain-based client for proxmox mcp server - co-pilot experiment

Professional MCP server providing access to 600k+ foods from USDA FoodData Central. Features dual architecture (MCP + HTTP API), three deployment options (hosted/local/custom), and production-ready tools for nutrition analysis, food comparison, and dietary planning.

Zenodo MCP

MSKazemi

Tool-based LLM integration with Zenodo via the Model Context Protocol (MCP)

Model Context Protocol Server

tian1ll1

A Model Context Protocol server implementation with FastAPI

MemClaw — persistent memory for AI agent fleets (OSS)

🧠 Model Context Protocol (MCP) - Server-Client Implementation

parasjain2426

This is a basic MCP Server-Client Impl using SSE

🌦️ MCP Weather Scraper

EXPESRaza

A lightweight prototype demonstrating how to integrate an LLM (via OpenAI) with a Model Context Protocol (MCP) server to extract real-time weather data by scraping and processing open web content using HTML parsing and caching.

MCP-Wikipedia-API-Server

Rishavv007

A FastAPI-MCP server that fetches Wikipedia summaries for AI assistants, deployed using Google Colab and Ngrok.

Travel Itinerary Backend

Shirisha-16

A backend system built with FastAPI and SQLAlchemy to manage travel itineraries, including hotel stays, transfers, activities, and day-wise plans. Also includes a recommendation endpoint via an MCP server.

Fastapi Mcp Server

NishizukaKoichi

FastAPI MCP Server は、FastAPI を用いた MCP (Model Context Protocol) サーバーです。 このプロジェクトは、各種ツールやデータソースへのアクセスを統一的に実現することを目指します。

FastAPI Hello World Application

xxradar

A test repository created using the GitHub MCP server