FastAPI-MCP
Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!
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FastAPI MCP Server + LangChain Client Example
Example project demonstrating how to expose FastAPI endpoints as Model Context Protocol (MCP) tools using `fastapi-mcp`. Includes a basic LangChain agent…
Poké-Battle
# Poké-Battle This is a Pokemon game built with FastAPI and Python, leveraging Anthropic's Claude AI through a custom Model Context Protocol (MCP) server and…
IntraIntel.ai - Multi-LLM Agent Coding Challenge
# IntraIntel.ai - Multi-LLM Agent Coding Challenge This project implements a Multi-LLM Agent system in Python designed to answer medical questions. It…
Claude MCP Server Collection
Claude MCP Server Collection is a set of Model Context Protocol servers that extend Claude’s desktop application with screen capture, computer control, data…
Customer Support RAG Chatbot
# Customer Support RAG Chatbot A Retrieval-Augmented Generation (RAG) chatbot trained on customer support documentation to assist users by answering queries…
Claude MCP Server
# 🧠 Meta-Optimized Hybrid Reasoning Framework **by Ryan Oates** **License: Dual — AGPLv3 + Peer Production License (PPL)** **Contact…
LangChain MCP Servers
# LangChain MCP Servers A powerful, multi-server application that integrates LangChain with multiple servers to solve math problems, perform searches, and…
mcp-agent-tool-adapter
Transforms MCP tools into collaborative, reasoning agents using modern agent frameworks.
Model Context Protocol (MCP)
A working pattern for SSE-based MCP clients and servers using Gemini LLM
ezmcp
Easy-to-use MCP server framework specialized for SSE.
Gen AI Lyrics Search Agent
# Gen AI Lyrics Search Agent A generative AI agent that can search for song lyrics across the web and return results in a specific format for mobile apps…
Multi-Component System with A2A and MCP Server Integration
An agent playground (without authentication) in a single repo for fastest turn around cycles during experiments.
FastMCP Integration Application Demo
A modular application API interface based on FastMCP, integrating a demo of the MCP server, FastAPI interface and LLM Agent processing capabilities |…
WhatsApp MCP Assistant (Client-Server)
The WhatsApp MCP Assistant (Client‑Server) is a natural‑language pipeline that sends and schedules WhatsApp messages. It uses a Mistral LLM to interpret user…
Coder DB - AI Memory Enhancement System
An intelligent code memory system that leverages vector embeddings, structured databases, and knowledge graphs to store, retrieve, and analyze code patterns…
학습 보조 어시스턴트
학습 보조 어시스턴트 is a PDF document analysis service that helps users learn. It converts PDFs to Markdown, performs RAG (Retrieval-Augmented Generation) on user…
Stock Assistant MCP Server
# Stock Assistant MCP Server This project implements a simple Model Context Protocol (MCP) server that provides real-time stock data, historical analysis, and…
Zenodo MCP
Tool-based LLM integration with Zenodo via the Model Context Protocol (MCP)
Claude Desktop API Integration via MCP
# Claude Desktop API Integration via MCP This project develops a Machine Communication Protocol (MCP) Server to enable seamless integration between Claude…
🧠 GHL MCP Server – Anthropic LangGraph Agent Integration
This server exposes GoHighLevel (GHL) sub-account tools to an Anthropic-powered LangGraph agent using the Model Context Protocol (MCP). It acts as a secure…
Tavily MCP Server
Basic remote SSE MCP server for Tavily Search.
Custom MCP (Model Context Protocol) with ChatGPT AI Template
A Model Context Protocol (MCP Server) created from scratch
Cursor History MCP 📜
API service to search vectorized Cursor IDE chat history using LanceDB and Ollama