test-mcp-server

claude-task-master

4.8

by eyaltoledano

Task Master is a task management system for AI-driven development with Claude, designed to work seamlessly with Cursor AI.

mindsdb

4.5

by mindsdb

MindsDB is an open-source server that enables seamless interaction with large-scale federated data using the Model Context Protocol (MCP).

mcp-server-calculator

4.4

by githejie

A Model Context Protocol server for calculating. This server enables LLMs to use calculator for precise numerical calculations.

mcp-notion-server

4.3

by suekou

MCP Server for the Notion API, enabling LLM to interact with Notion workspaces. Additionally, it employs Markdown conversion to reduce context size when communicating with LLMs, optimizing token usage and making interactions more efficient.

Sequential Thinking

4.3

by modelcontextprotocol

An MCP server implementation that provides a tool for dynamic and reflective problem-solving through a structured thinking process.

HowToCook-mcp

4.3

by worryzyy

HowToCook-MCP Server is a Model Context Protocol server that transforms AI assistants into personal chefs, helping users plan meals and recommend recipes.

mcp-server-reddit

4.1

by Hawstein

A Model Context Protocol server providing access to Reddit public API for LLMs.

google-docs-mcp

4.1

by a-bonus

The Ultimate Google Docs MCP Server connects Claude Desktop or other MCP clients to Google Docs, enabling advanced document manipulation through the Model Context Protocol (MCP) and the fastmcp library.

github-mcp-server

4.1

by github

The GitHub MCP Server is a Model Context Protocol server that integrates with GitHub APIs for automation and interaction.

gateway

4.0

by centralmind

CentralMind Gateway is a tool designed to expose databases to AI agents via MCP or OpenAPI protocols, providing secure, LLM-optimized APIs.

unity-mcp

3.8

by justinpbarnett

Unity MCP connects your Unity Editor to LLMs using the Model Context Protocol, enabling AI assistants to interact with Unity for asset management, scene control, script editing, and task automation.

ableton-mcp

3.8

by ahujasid

AbletonMCP connects Ableton Live to Claude AI through the Model Context Protocol (MCP), allowing Claude to directly interact with and control Ableton Live.

modelcontextprotocol

3.8

by ppl-ai

The Perplexity Ask MCP Server integrates the Sonar API to provide Claude with real-time, web-wide research capabilities.

whatsapp-mcp

3.8

by lharries

This is a Model Context Protocol (MCP) server for WhatsApp, allowing users to interact with their WhatsApp messages and contacts through an LLM like Claude.

mcp-crawl4ai-rag

3.8

by coleam00

Crawl4AI RAG MCP Server is a powerful implementation of the Model Context Protocol (MCP) integrated with Crawl4AI and Supabase, providing AI agents and AI coding assistants with advanced web crawling and RAG capabilities.

lisply-mcp

3.8

by gornskew

The Model Context Protocol (MCP) Wrapper for Lisp or Lisp-like Backends is a software adapter that enables Large Language Models (LLMs) to interact with Lisp-based development and runtime environments using the lightweight Lisply protocol.

tabby-mcp-server

3.8

by thuanpham582002

Tabby-MCP-Server is a powerful plugin that implements a Model Context Protocol (MCP) server, enabling AI-powered terminal control and automation.

unreal-mcp

3.8

by chongdashu

This project enables AI assistant clients like Cursor, Windsurf, and Claude Desktop to control Unreal Engine through natural language using the Model Context Protocol (MCP).

anyquery

3.7

by julien040

Anyquery is a versatile SQL query engine that allows users to run SQL queries on various data sources, including files, databases, and applications, with support for LLMs and MySQL server functionality.

Tianji

3.7

by msgbyte

A server based on Model Context Protocol (MCP) that provides tools for interacting with the Tianji platform.

mcp-deepseek-demo

3.7

by Ulanxx

MCP DeepSeek 演示项目是一个基于 Model Context Protocol (MCP) 的客户端应用，用于与 DeepSeek AI 模型进行交互。

minima

3.7

by dmayboroda

Minima is an open-source RAG on-premises container solution that integrates with ChatGPT and MCP, allowing for fully local or hybrid installations.

MCP-Chinese-Getting-Started-Guide

3.7

by liaokongVFX

The Model Context Protocol (MCP) is a groundbreaking open-source protocol enabling large language models to seamlessly connect with various external data sources and tools. It provides a standardized method for AI models to interact with their environment, much like a USB-C interface for AI applications.

obsidian-mcp

3.7

by StevenStavrakis

Obsidian MCP Server is a Model Context Protocol server that allows AI assistants to interact with Obsidian vaults, providing tools for managing notes and tags.

spotify-mcp

3.7

by varunneal

MCP project to connect Claude with Spotify using spotipy-dev's API.

chroma-mcp

3.7

by chroma-core

Chroma MCP Server is an open-source embedding database server that facilitates the integration of LLM applications with external data sources using the Model Context Protocol.

rails-mcp-server

3.7

by maquina-app

A Ruby implementation of a Model Context Protocol (MCP) server for Rails projects, allowing LLMs to interact with Rails projects.