HarshDindeAI/MCP-RAG

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.

tavily-mcp

4.5

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.

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-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.

google-docs-mcp

4.3

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.

mcp-hfspace

4.3

by evalstate

mcp-hfspace MCP Server connects to Hugging Face Spaces with minimal setup, providing Image Generation capabilities to Claude Desktop.

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.

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.

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.

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.

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.

mcp-server-whisper

3.8

by arcaputo3

MCP Server Whisper is a Model Context Protocol server designed for advanced audio transcription and processing using OpenAI's Whisper and GPT-4o models.

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.

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.

k8m

3.7

by weibaohui

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

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.

spotify-mcp

3.7

by varunneal

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

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.

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.