prompt-engineer-mcp-server

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.

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.

whois-mcp

4.3

by bharathvaj-ganesan

The Whois MCP server allows AI agents to perform WHOIS lookups to retrieve domain details.

mcp-server-reddit

4.1

by Hawstein

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

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.

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.

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.

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.

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.

blender-mcp

3.8

by ahujasid

BlenderMCP connects Blender to Claude AI through the Model Context Protocol (MCP), enabling prompt-assisted 3D modeling, scene creation, and manipulation.

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.

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.

hyper-mcp

3.7

by tuananh

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

k8m

3.7

by weibaohui

K8M is an AI-driven lightweight Kubernetes dashboard designed to simplify cluster management.

just-prompt

3.7

by disler

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

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.

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.

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.

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.

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.