root-signals-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.

Model Context Protocol

4.5

by pollinations

A Model Context Protocol (MCP) server for the Pollinations APIs that enables AI assistants like Claude to generate images, text, and audio directly.

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.

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.

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.

exa-mcp-server

3.8

by exa-labs

A Model Context Protocol (MCP) server allows AI assistants to use the Exa AI Search API for real-time web searches in a secure manner.

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.

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.

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).

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.

hyper-mcp

3.7

by tuananh

hyper-mcp is a fast, secure MCP server that extends its capabilities through WebAssembly plugins.

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.

just-prompt

3.7

by disler

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

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.

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.

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.

actors-mcp-server

3.7

by apify

Implementation of an MCP server for all Apify Actors, enabling interaction with one or more Apify Actors defined in the MCP Server configuration.

jinni

3.7

by smat-dev

Jinni is a tool designed to efficiently provide Large Language Models (LLMs) with the context of your projects by consolidating relevant project files.

blender-mcp-vxai

3.7

by VxASI

Blender MCP VXAI is a powerful integration that allows you to control Blender using natural language through MCP Clients.

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.

spotify-mcp

3.7

by varunneal

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

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.