Discover Awesome MCP Servers

MCP-RAG Server

Implements Retrieval-Augmented Generation (RAG) using GroundX and OpenAI, allowing users to ingest documents and perform semantic searches with advanced context handling through Modern Context Processing (MCP).

mcp-server-demo

✨ MCPサーバーデモ

MCP4All

Enables automatic documentation of GitHub projects as blog posts by fetching repository README files through the GitHub API. Provides a simple HTTP server that downloads and saves GitHub project documentation to local markdown files for blog content generation.

OpenFDA

A Model Context Protocol (MCP) server for querying drug information from the OpenFDA API. Features Retrieve drug label information by brand name Retrieve drug information by generic (active ingredient) name Get all brand versions of a generic drug Get adverse event (side effect) reports for a drug

Whoop MCP Server

Integrates WHOOP biometric data into Claude and other MCP-compatible applications, providing access to sleep analysis, recovery metrics, strain tracking, and biological age data through natural language queries.

Splunk MCP Server

Enables AI assistants to interact with Splunk Enterprise and Splunk Cloud instances through standardized MCP interface. Supports executing SPL queries, managing indexes and saved searches, listing applications, and retrieving server information with flexible authentication options.

MCP Python SDK Documentation

MITの分散型AI、MCPハッカソンのドキュメントをお読みください。

MongoDB MCP Server for LLMs

LLMが自然言語を通じてコレクションのクエリ、スキーマの検査、データの管理をシームレスに行えるようにする、MongoDBデータベースと直接対話するためのModel Context Protocol (MCP) サーバー。

MCP Interface for Teenage Engineering EP-133 K.O. II

Teenage Engineering EP-133 KO-II 用 MCP サーバー

Guardrail MCP Server

A minimal Model Context Protocol server that provides a safety guardrail tool to check if provided context is free from code injection or harmful content.

Rules MCP Server

An MCP server that allows coding agents to look up contextual rules and patterns on demand, providing just-in-time guidance for specific tasks like writing tests or authoring UI.

DNSDumpster MCP Server

Enables AI assistants to perform detailed DNS reconnaissance through natural language requests. Retrieves comprehensive DNS record information including subdomains, mail servers, and DNS infrastructure details using the DNSDumpster API.

Git Repo Browser MCP

A Node.js implementation that enables browsing Git repositories through the Model Context Protocol, providing features like displaying directory structures, reading files, searching code, comparing branches, and viewing commit history.

Grok AI MCP Server

Node.jsベースのサーバーで、xAI Grok APIと連携し、Solanaブロックチェーン向けのAI駆動型分析ツールを提供します。トランザクション分析、アドレス調査、画像処理、および一般的なクエリをサポートします。

MCP-Bocha

A Model Context Protocol server that enables AI assistants to search the web using Bocha AI's search API, supporting features like time filtering, domain inclusion/exclusion, and summarized results.

MindBridge MCP Server

複数のLLMプロバイダー（OpenAI、Anthropic、Google、DeepSeek、Ollamaなど）にアプリケーションを接続するAIルーター。スマートなモデルオーケストレーション機能を備え、異なる推論タスクのためにモデルを動的に切り替えることができます。

YouTube Shorts & Instagram Reels MCP Server

Enables automated posting of videos to YouTube Shorts and Instagram Reels with OAuth 2.0 authentication, file validation, and comprehensive video processing capabilities. Provides MCP-compatible tools for seamless social media video uploads through a FastAPI server.

sk-mcp-sample

Semantic Kernel と MCP サーバー/クライアントのサンプルを SSE (Server-Sent Events) トランスポートプロトコルを使って実装する。

nUR MCP Server

A Model Context Protocol server that enables natural language interactive control of Universal Robots collaborative robots, allowing users to control robot motion, monitor status, and execute programs through direct commands to large language models.

Universal Robot MCP Server

Enables AI assistants to control Universal Robots through real-time connection management, status monitoring, and precise joint/linear motion control. Provides safe robot operation with built-in collision detection and simulation mode for development without physical hardware.

📝 AI Sticky Notes – MCP Project

MCP（モデルコンテキストプロトコル）を使用して、Claude Desktopを通じてノートの追加、読み取り、削除、および要約を行う、シンプルなAI搭載の付箋アプリ。

MCP Memory

MCP server that gives MCP clients (like Cursor, Claude, Windsurf) the ability to remember user information across conversations using vector search technology.

YugabyteDB MCP Server

An MCP server implementation that allows Large Language Models to directly interact with YugabyteDB databases, supporting table listing and read-only SQL queries.

AWS Knowledge Base Retrieval MCP Server

AWS Knowledge Basesから情報を取得するために、Bedrock Agent Runtimeを介してRAG（Retrieval-Augmented Generation）を使用するMCPサーバー。

MCP Calculate Server

鏡 (Kagami)

Recraft AI MCP Server

An MCP server that integrates with Recraft AI to enable generation and manipulation of high-quality raster and vector images through tools like image generation, editing, vectorization, background removal, and upscaling.

MCP-PST-Server

Enables AI-assisted penetration testing by connecting MCP clients to a Windows API server for executing penetration testing tools like nmap, ffuf, nuclei, and other security tools. Allows AI agents to perform automated security assessments, solve CTF challenges, and assist with ethical hacking tasks through natural language commands.

Semantic Scholar MCP Server

A comprehensive Model Context Protocol server that provides AI assistants with direct access to Semantic Scholar's academic database, enabling advanced paper discovery, citation analysis, author research, and AI-powered recommendations.

mcp-server-test

MCPサーバーテストリポジトリ