Qdrant MCP Server
A dual-protocol server that provides both FastAPI and FastMCP clients for accessing Qdrant knowledge graph operations. It is designed for developers who need…
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MCP Servers Hub ⭐
# MCP Servers Hub ⭐ <div align="center"> <img src="assets/mcp-hub-banner.png" alt="MCP Servers Hub Banner" width="800px">…
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…
Travel Itinerary Backend System with MCP
FastAPI-based travel itinerary system with MCP integration for AI-powered discovery, filtering, and creation of travel plans via natural language.
Coffee MCP Server
# Coffee MCP Server A powerful document extraction and processing API server built with FastAPI, designed to extract text, tables, and generate embeddings from…
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…
Mcp Llm Fastapi Ui
A model that uses streamlit as frontend and MCP server(notion and postgres tools) and FAST API for integration
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…
Directadmin
# DirectAdmin MCP Server [](https://github.com/omryatia/directadmin-mcp) A Model Context…
📚 Wiki MCP Server
# 📚 Wiki MCP Server An MCP (Model Context Protocol) Server implementation for managing Confluence wiki pages. Supports: - Creating new wiki pages - Updating…
🏓 MCP Ping-Pong Server by Remote Call
🏓 An experimental and educational script for Ping-pong server demonstrating remote MCP (Model Context Protocol) calls
Build a MCP Server
A complete walkthrough on how to build an MCP server to serve a trained Random Forest model and integrate it with Bee Framework for ReAct interactivity.
Model Context Protocol (MCP) Server
A basic educational implementation of the Model Context Protocol (MCP) in Python. It demonstrates core MCP concepts using FastAPI, WebSockets, and Pydantic for…
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_server_client_assessment
MCP Client-Server System Overview This project implements an MCP-based Client-Server System where a client sends a query, the server processes it using Ollama…
The code samples here are not for production use
Secure agentic tool repo with execution environment
Python Best Practices Launchpad
Python MCP server with CI/CD tooling and testability built-in
MCP Server with FAISS for RAG
# MCP Server with FAISS for RAG This project provides a proof-of-concept implementation of a Machine Conversation Protocol (MCP) server that allows an AI agent…
Riksdagen MCP Server
# Riksdagen MCP Server This project implements a Model Context Protocol (MCP) server that allows Claude to search the Swedish Parliament (Riksdagen) document…
Barebones MCP Server for Netlify
A barebones MCP server template for Netlify deployment
MCP Tool Server Template
# MCP Tool Server Template A cookiecutter template for creating Model Context Protocol (MCP) tool servers with FastAPI, uv, and Docker support. ## Features -…
Waveguardclient
<p align="center"> <img src="https://img.shields.io/pypi/v/WaveGuardClient?style=for-the-badge&color=blueviolet" alt="PyPI"> <img…
MCP Calendar Tool Server
# MCP Calendar Tool Server A FastAPI-based MCP (Model Context Protocol) server that provides calendar management tools for AI agents running in n8n. ##…