Categories

Puch-AI-WhatsApp-Integration-MCP-Server

by alok-ahirrao

MCP server for integrating Puch AI with WhatsApp, enabling AI-powered messaging, product search, and web content fetching.

ollama-mcp-bridge

by jonigl

Bridge API service connecting Ollama with Model Context Protocol (MCP) servers

polymarket-mcp

by CarlosIbCu

Model Context Protocol server for Polymarket CLOB – FastAPI, Docker-ready, LLM-tool compatible

health-api

by AlwaysSany

A comprehensive FastAPI micro-service for health-related operations which is also powered by MCP server

mcp-server-template

by joonheeu

Docker 지원과 Scalar API 문서화가 포함된 FastAPI 기반 MCP (Model Context Protocol) 서버 템플릿. 커스텀 MCP 서버 구축을 위한 즉시 사용 가능한 템플릿.

research_mcp

by Mustapha7018

An MCP server that allows AI assistants like Claude or GPT to search for research papers through a standardized interface.

fastapi-mcp-template

by joonheeu

FastAPI + MCP 프로덕션 템플릿 - 현대적인 API 서버와 LLM 통합을 위한 완전한 개발 템플릿

ai-webscraper-agent

by appugouda-architect

AI-powered web-scraping agent that uses the Brightdata MCP Server, Fast API, Python, Streamlit UI, Anthropic LLM

fastapi-multi-server-mcp

by Shealter

Build a FastAPI application with multiple MCP servers for weather, news, currency, and quotes. Access various public APIs effortlessly. 🌐🚀

fastapi-multi-server-mcp

by AlwaysSany

A comprehensive FastAPI application that hosts multiple MCP servers, each providing access to different public APIs and services.(Multi server MCP)

mcp-server-directory

by geminisgoats

Discover the best MCP servers for marketing & SEO content!

custom-mem0

by mjnong

MCP Server for a Mem0 as Agentic Memory to support user personalisation.

python-mcp-template

by hsiangjenli

🚀 A DevOps-friendly template with CI/CD, Docker, and Documentation-as-Code (DaC) for building MCP server .

posebusters-mcp-server

by PabloPauling

Unofficial MCP server for PoseBusters – validate molecular poses via HTTP or Spaces using the Model Context Protocol (MCP).

openlibrary-mcp

by uysalserkan

Simple Openlibrary Mcp server

codesage-algolia-challenge

by ntanwir10

An intelligent, conversational code discovery platform built around Algolia MCP Server that revolutionizes how developers explore and understand codebases through natural language conversations.

mcp-ecosystem-platform

by turtir-ai

🚀 Ultimate Developer Productivity Suite - 11 specialized MCP servers for AI-powered code analysis, security scanning, browser automation, and workflow orchestration. FastAPI + React + TypeScript + Docker ready.

mcp-template

by seyfi1232

MCP Template is a Node.js server template with TypeScript support, featuring stdio and SSE transport modes. Ideal for building Model Context Protocol servers. 🌐🚀

gcp-storage-mcp

by uysalserkan

A Model Context Protocol (MCP) server that provides seamless integration with Google Cloud Storage, enabling AI assistants to perform file operations, manage buckets, and interact with GCS resources directly.

vibe-coded

by skonto

Vibe coding a sample mcp server with Cursor and integrating it with fastapi and Chatgpt

prombank-mcp

by SDG223157

A comprehensive prompt management system with MCP server capabilities for seamless integration with AI tools like Cursor

langchain-mcp-server

by LiteObject

MCP server that provides LangChain documentation

ollama-mcp-bridge

by Reti0

Ollama MCP Bridge connects multiple Model Context Protocol servers with Ollama, allowing seamless access to various AI tools. This API service features a modular design and a FastAPI backend for efficient interactions. 🐙🌉

mcp-context-forge

by IBM

A Model Context Protocol (MCP) Gateway. Serves as a central management point for tools, resources, and prompts that can be accessed by MCP-compatible LLM applications. Converts REST API endpoints to MCP, composes virtual MCP servers with added security and observability, and converts between protocols (stdio, SSE).

mcp_server_with_uv

by austinnoronha

This is a sample Model Context Protocol (MCP) server built with Python, demonstrating how to expose tools and resources to LLMs and MCP clients.

mcp-yfinance-server

by Adity-star

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

mcp_weather_scraper

by 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-servers

by 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-remote-call-ping-pong

by kimtth

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

healthcare-mcp-public

by Cicatriiz

A Model Context Protocol server providing AI assistants with access to healthcare data tools, including FDA drug information, PubMed research, health topics, clinical trials, and medical terminology lookup.

fastapi-mcp

by KimiJL

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

AgentSphere-MCP-Servers

by DataRohit

A collection of Model Control Protocol (MCP) servers that provide AI systems with standardized access to various data sources. This repository contains multiple MCP server implementations, each designed to expose different external APIs through a consistent interface for AI agents.

ping-mcp

by leomrodrigues

A Model Context Protocol server that facilitates interaction with the Solana blockchain, built using the Ping Agent Kit. (https://github.com/PingAIFun/ping-agent-kit)

facetron

by 13shivam

FaceTron is a high-performance face embedding server using ONNX Runtime, supporting dynamic multi-model loading, offline deployment, and scalable environments. It exposes an OpenAPI endpoint with MCP-compatible metadata and integrates with OpenTelemetry for observability.

aws-mcp-server

by WantedAlchemist

AWS MCP Server is a robust solution for managing cloud resources efficiently. 🌐 Join our community on GitHub to contribute and collaborate! 🚀

azure-mcp-server

by merxazsnde

Azure MCP Server is a robust platform designed for managing Azure resources efficiently. 🌐 Join our community and contribute to the project on GitHub! 🚀

quote-fancy-mcp-server

by Iamkrmayank

MCP Server (Model Control Protocol) is a modular FastAPI backend designed for large-scale quote management, structured text generation, image handling, and video metadata processing.

Analysis-Alpaca-Researcher

by DeepKariaX

🦙 Production-ready MCP server for comprehensive research and analysis with web + academic search, content extraction, and optional React web interface

simple-mcp-server

by rb58853

A python implementation of the Model Context Protocol (MCP) server with fastmcp, fastapi and streamablehttp.

chat-bridger-backend

by shreyashag

Actors - a multi-agent AI system enabling client-side tool execution through callback mechanisms. Built with FastAPI and OpenAI's Agents SDK, it features intelligent agent orchestration, real-time streaming, MCP server integration, and Supabase auth/persistence. Framework for extensible AI workflows.

OpenAPI-MCP

by gujord

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.

nchan-mcp-transport

by ConechoAI

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.

fastapi_mcp

by tadata-org

A zero-configuration tool for automatically exposing FastAPI endpoints as Model Context Protocol (MCP) tools.