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

A test repository created using the GitHub MCP server

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.

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。

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.

Write super fast and memory efficient MCP servers in Zig.

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

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

everyday series assignment

This is a basic MCP Server-Client Impl using SSE

MCP Server for checking domain name availability using WHOIS and DNS via stdio.

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

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

Integration between Windsurf and custom MCP servers

A Model Context Protocol server implementation with FastAPI

The OpenAPI to Model Context Protocol (MCP) proxy server bridges the gap between AI agents and external APIs by dynamically translating OpenAPI specifications into standardized MCP tools. This simplifies the integration process, significantly reducing development time and complexity associated with custom API wrappers.

Server for EDA Tools, Duke University

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

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。

A simple MCP server to access Qdrant

The best way to deploy mcp server. A high-performance WebSocket/SSE transport layer & gateway for Anthropic's MCP (Model Context Protocol) — powered by Nginx, Nchan, and FastAPI.

Implementation of Anthropic's Model Context Protocol

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.

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

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.

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

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

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

A test repository created using the GitHub MCP server

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

chromadb を fastapi 化し fastapi-mcp で mcp server として利用

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

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.

connects github repos to ai for better code understanding

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

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

My example of setting up a MCP server

Using xAI models w/ SSE MCP servers in Claude Desktop

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