goalstory-mcp

biomcp

4.6

by genomoncology

BioMCP is an open-source toolkit designed to enhance AI assistants with specialized biomedical knowledge by connecting them to authoritative biomedical data sources.

elevenlabs-mcp

4.6

by elevenlabs

Official ElevenLabs Model Context Protocol (MCP) server for interaction with Text to Speech and audio processing APIs.

repomix

4.5

by yamadashy

Repomix is a tool that packs your codebase into AI-friendly formats, making it easier to use with AI tools like LLMs.

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.

tavily-mcp

4.3

by tavily-ai

The Tavily MCP server is a Model Context Protocol server that integrates with AI systems to provide real-time web search and data extraction capabilities.

MiniMax-MCP

4.3

by MiniMax-AI

Official MiniMax Model Context Protocol (MCP) server for interaction with Text to Speech and video/image generation APIs.

paelladoc

4.3

by jlcases

PAELLADOC is an AI-First Development framework implementing the Model Context Protocol (MCP) to enhance LLM interactions with external tools and context.

mcp-server-reddit

4.1

by Hawstein

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

ai-agent-marketplace-index-mcp

4.1

by AI-Agent-Hub

MCP Server for AI Agent Marketplace Index from DeepNLP, allowing AI assistants to search available AI agents by keywords or categories.

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.

rapidocr-mcp

4.0

by z4none

RapidOCR MCP Server is a Model Context Protocol server that provides an easy-to-use OCR interface.

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.

runno MCP

3.9

by taybenlor

`@runno/mcp` is a Model Context Protocol server that provides a secure code execution environment for AI assistants.

magic-mcp

3.8

by 21st-dev

Magic Component Platform (MCP) is a powerful AI-driven tool that helps developers create beautiful, modern UI components instantly through natural language descriptions.

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.

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.

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).

codemcp

3.7

by ezyang

codemcp is a tool that integrates with Claude Desktop to provide a pair programming assistant, allowing direct code editing and testing.

Tianji

3.7

by msgbyte

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

just-prompt

3.7

by disler

Just Prompt is a lightweight MCP server providing a unified interface to various LLM providers.

UnityMCP

3.7

by Arodoid

UnityMCP is a Unity Editor plugin that integrates the Model Context Protocol (MCP) for seamless interaction between Unity and AI assistants.

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.

enrichmcp

3.7

by featureform

MCPEngine is a production-grade, HTTP-first implementation of the Model Context Protocol (MCP), providing a secure, scalable, and modern framework for exposing data, tools, and prompts to Large Language Models (LLMs) via MCP.

Baidu AI Search

3.7

by baidubce

Baidu AI Search integrates Baidu's search capabilities with large language model technology to provide intelligent responses with real-time web information references.

mcp-youtube

3.7

by anaisbetts

The YouTube MCP Server utilizes `yt-dlp` to download subtitles from YouTube videos and connects to Claude.ai 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.

mcp-server-mas-sequential-thinking

3.6

by FradSer

The Sequential Thinking Multi-Agent System (MAS) is an advanced problem-solving tool using a Multi-Agent System architecture built with the Agno framework, designed to enhance analysis and problem decomposition through coordinated, specialized agents.