MCP servers

MiAI_MCP

thangnch/MiAI_MCP

10

MCP server construction and integration demo project

Kafka Streaming

pavanjava/kafka_mcp_server

10

A Message Context Protocol (MCP) server that integrates with Apache Kafka to provide publish and consume functionalities for LLM and Agentic applications.

Moling Minecraft

gojue/moling-minecraft

10

MoLing-MineCraft is an AI agent MCP server for the Minecraft game, featuring intelligent building, architecture, and game control capabilities. Through natural language interaction, it helps players realize complex constructions, redstone circuit designs, and other creative ideas, enhancing the gaming experience.

MCP Devtools

DXHeroes/mcp-devtools

10

MCP (Model Context Protocol) DevTools is a collection of packages that enable AI assistants to interact with external tools and services through the Model Context Protocol.

MCP Human Loop

boorich/mcp-human-loop

9

MCP Human-in-the-Loop server is an intelligent middleware that dynamically determines when human intervention is needed in AI decision-making processes through a multi-dimensional scoring system

Searxng MCP

tisDDM/searxng-mcp

9

A Model Context Protocol (MCP) server that enables AI assistants to perform web searches using SearXNG, a privacy-respecting metasearch engine. Works out-of-the-box with zero additional deployment by automatically selecting a random instance from SearX.space, while also supporting private instances with basic authentication.

Todoist MCP

Doist/todoist-mcp

9

These tools can be used both through an MCP server, or imported directly in other projects to integrate them to your own AI conversational interfaces.

Vertex AI MCP Server

shariqriazz/vertex-ai-mcp-server

9

This project implements a Model Context Protocol (MCP) server that provides a comprehensive suite of tools for interacting with Google Cloud's Vertex AI Gemini models, focusing on coding assistance and general query answering.

OpenAI Tool2mcp

alohays/openai-tool2mcp

9

openai-tool2mcp is a lightweight, open-source bridge that wraps OpenAI's powerful built-in tools as Model Context Protocol (MCP) servers. It enables you to use high-quality OpenAI tools like web search and code interpreter with Claude and other MCP-compatible models.

MCP Reasoner

parmarjh/mcp-reasoner

9

MCP Reasoner provides systematic reasoning capabilities for Claude Desktop, supporting beam search and Monte Carlo tree search strategies, suitable for solving complex problems in mathematics, logic and more.

MCP Tavily Search Server

spences10/mcp-tavily-search

9

An MCP server that integrates Tavily's search API with LLMs, providing web search optimized for factual results, including context generation for RAG and direct question answering.

MCP API Expert

jwaldor/mcp-api-expert

8

Model Context Protocol (MCP) server to connect to any REST API. All you have to do is provide API documentation and API keys in a message.

Chain of Draft Prompt Tool

brendancopley/mcp-chain-of-draft-prompt-tool

8

The MCP Chain of Draft (CoD) Prompt Tool is a powerful Model Context Protocol tool that enhances LLM reasoning by transforming standard prompts into either Chain of Draft (CoD) or Chain of Thought (CoT) format. Here's how it works.

PHP MCP

pronskiy/mcp

8

The Model Context Protocol (MCP) is a new, standardized way to provide context and tools to your LLMs, and pronskiy/mcp makes building MCP servers simple and intuitive.

Think MCP

Rai220/think-mcp

8

Think MCP is an implementation of an MCP (Model Context Protocol) server that provides a "think" tool for structured reasoning in agentic AI workflows. This project is inspired by the Anthropic engineering article: The "think" tool: Enabling Claude to stop and think in complex tool use situations.

Discord

barryyip0625/mcp-discord

8

A Discord MCP (Model Context Protocol) server that enables AI assistants to interact with the Discord platform.

Valtown MCP Server

PrashamTrivedi/valtown-mcp-server

8

ValTown MCP server is a service designed for AI assistants that allows code execution in the ValTown environment, supports multiple platforms and is compatible with mainstream MCP clients.

MCP Perplexity Search

spences10/mcp-perplexity-search

8

An MCP server that integrates Perplexity's AI API with LLMs, providing chat completion with specialized prompt templates for different use cases.

SketchUp-MCP

bearnetwork-brnkc/sketchup-mcp

8

SketchupMCP connects Sketchup with Claude AI through the Model Context Protocol (MCP), enabling bidirectional communication and 3D modeling control.

Zerodha MCP

mtwn105/zerodha-mcp

8

A Python-based trading assistant that connects through the Zerodha MCP server to help users manage trading accounts, offering a natural language interface and various trading functions.

YOLO Computer Vision

gongrzhe/yolo-mcp-server

8

A powerful YOLO (You Only Look Once) computer vision service that integrates with Claude AI through Model Context Protocol (MCP). This service enables Claude to perform object detection, segmentation, classification, and real-time camera analysis using state-of-the-art YOLO models.

MCP Claude Spotify

imprvhub/mcp-claude-spotify

8

An integration that allows Claude Desktop to interact with Spotify using the Model Context Protocol (MCP). Removed in 0.6.0 — get-recommendations. Spotify deprecated /v1/recommendations on 27 November 2024, along with related-artists, audio-features, audio-analysis, featured-playlists and 30-second preview URLs.

Model Context Protocol (MCP) Server

hideya/mcp-client-langchain-py

8

Quickly test and explore MCP servers from the command line!

Bocha Search

bochaai/bocha-search-mcp

8

Bocha is a search engine designed specifically for AI, providing high-quality world knowledge retrieval services.