Simple MCP MySQL Server
A lightweight MCP server for MySQL, built with python
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MCP Server × PostgreSQL on MIMIC‑IV
# MCP Server × PostgreSQL on MIMIC‑IV > **Project goal:** Evaluate whether a Model Context Protocol (MCP) Server layered on Azure Database for PostgreSQL can…
Quickstart Guide to Building an MCP Server in Python
Model Context Protocol Quick Start Guide - 2025
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…
MCP Client & Server Example
# MCP Client & Server Example ## Prerequisites - Python 3.12 or higher - uv (Python package installer and environment manager) - Environment variables set up…
🧠 Custom MCP Server Demo
<h1 align="center">🧠 Custom MCP Server Demo</h1> This project is a Custom MCP (Model Context Protocol) Server built using Python, It’s designed to demonstrate…
MCP Python Starter
A feature-complete Model Context Protocol (MCP) server template written in Python using FastMCP. It demonstrates all major MCP features—tools, resources…
Hypabase
Hypergraph database for AI agents. Store n-ary relationships (edges connecting 2+ nodes), track provenance (source and confidence), and query paths — all…
1MCP
Aggregates multiple MCP servers into a single unified interface, reducing system resource usage and simplifying configuration management with dynamic reloading…
Crawl4ai Rag
<h1 align="center">Crawl4AI RAG MCP Server</h1> <p align="center"> <em>Web Crawling and RAG Capabilities for AI Agents and AI Coding Assistants</em> </p> A…
Transcription MCP Sever
# Transcription MCP Sever An MCP (Model-Context-Protocol) server for transcribing MP3 audio files using the AssemblyAI API. This server provides command-line…
Google Calendar MCP Server
# Google Calendar MCP Server Uma implementação do Model Context Protocol (MCP) para o Google Calendar que permite a interação com eventos do calendário através…
BrokerInbox MCP Server
BROKER Inbox is an MCP server integrated with Claude that allows users to buy and sell stocks on the Zerodha exchange using natural language prompts. It can…
Gmail MCP Server
# Gmail MCP Server A Gmail integration with FastMCP (Model Control Protocol) that enables AI assistants to interact with Gmail through a set of tools and…
mcp-desk
A Desktop Application To Interact With Your MCP Servers
Documentation Search
Provides a documentation search tool that retrieves the latest Python library documentation from LangChain, LlamaIndex, and OpenAI through targeted Google…
BrowseAI Dev
Evidence-backed web research for AI agents. BM25+NLI claim verification, confidence scores, citations, contradiction detection. 12 MCP tools. Works with Claude…
MCP Server - Code Review
# MCP Server - Code Review A server implementation for the Model Context Protocol (MCP) that connects Cursor to OpenRouter API via stdio, enabling code review…
Manifest
Gives AI agents a structured action manifest for any webpage — what's clickable, fillable, and submittable, so agents can act on a page instead of just reading…
SerpApi MCP Server - Python
<html> <head> <meta name="google-site-verification" content="7IUYOCgEkfkiWIEriwc2wXkKfrWOHg2SzPp8BKGEh7g" /> </head> </html> # SerpApi MCP Server - Python A…
MCP Geocoder Rosetta
A "rosetta stone" repo that shows creating simple geocoder MCP servers in python (with googlemaps sdk and direct googlemaps API with urllib) and typescript…
Mpesa Daraja MCP Server
# Mpesa Daraja MCP Server A Python-based server that implements the Mpesa Daraja API functionality using FastMCP. This server provides a simple interface to…
S3 YAML MCP Server
# S3 YAML MCP Server A Model Context Protocol (MCP) server that connects to AWS S3 to provide access to YAML files containing Swagger/OpenAPI documentation…
MCP Test Servers
# MCP Test Servers A collection of test servers implementing the Model Context Protocol (MCP). ## 🚀 Quick Install Gallery Visit our **[GitHub Pages…