Discover Awesome MCP Servers

Memory MCP Server

SQLite-backed memory storage for MCP agents with optional semantic search via OpenAI embeddings, enabling agents to remember, recall, and manage contextual information across sessions.

EPH-MCP: Emergent Pattern Hunter

Enables AI systems to reason through emergent thinking by breaking queries into fragments that interact and form patterns, simulating how insights naturally arise in complex systems. Provides tools for emergent reasoning, pattern analysis, thought comparison, and reasoning session history.

github-codemunch-mcp

A token-efficient MCP server for exploring GitHub repositories using tree-sitter AST parsing to extract symbol signatures and summaries. It enables users to search and retrieve specific code components while significantly reducing token consumption compared to raw file dumps.

Timezone By Location MCP Server

Provides access to the Timezone By Location API to retrieve timezone information based on geographic location data.

SEI MCP Server V2

Enables AI agents to interact with the Sei blockchain ecosystem through natural language, providing DeFi trading, NFT marketplace access, cross-chain bridging, token deployment, and comprehensive on-chain data analytics.

Hedera Testnet Mirror Node MCP Server

Mirror of

XTRF Home Portal API Server

Enables interaction with XTRF translation management system through their Home Portal API. Provides access to XTRF's project management, translation workflow, and client portal functionalities via natural language interface.

Remote MCP Server (Authless)

A template for deploying an unauthenticated Model Context Protocol server on Cloudflare Workers that can be accessed remotely by MCP clients like Claude Desktop or the Cloudflare AI Playground.

𓂀𓁢𓋹𝔸ℕ𝕌𝔹𝕀𝕊𓋹𓁢𓂀 - Intelligent Guidance for

Hey @roocode community! I'm thrilled to share a project born from my work with Roocode and the vision of an AI-powered development team: the Anubis MCP Server! This system is heavily inspired by Roocode and designed to orchestrate an AI development workflow based on agile methodology. It simulates

ClaudeKit Blender MCP

Enables comprehensive control of Blender 3D from Claude Desktop, offering 26 tools for object manipulation, scene management, and material editing. It supports asset integration from platforms like Poly Haven and allows for direct execution of custom Python scripts within the Blender environment.

Gamma MCP Server

Enables AI assistants to generate presentations, documents, and webpages through the Gamma.app API with support for custom themes, tones, audiences, and image generation.

MCP PDF Server

A PDF processing server that extracts text via normal parsing or OCR, and retrieves images from PDF files through the MCP protocol with a built-in web debugger.

Docfork

A Model Context Protocol (MCP) server that provides daily-refreshed documentation for 9000+ libraries directly in AI code editors, helping developers avoid outdated references and hallucinations.

Enhanced Interactive Feedback MCP Server

An advanced MCP server that provides interactive feedback mechanisms with support for various feedback types, multi-language capabilities, and team collaboration features for AI tools like Cursor, Cline, and Windsurf.

Windows-MCP

Enables AI agents to interact with Windows operating systems through native UI automation, file navigation, application control, and system commands. Provides seamless integration between LLMs and Windows environments for tasks like clicking, typing, launching apps, and capturing desktop state.

FPL MCP Server

Enables interaction with Fantasy Premier League data through natural language queries. Supports retrieving fixtures, league standings, player performance, and other FPL statistics via the official FPL API.

Hybrid RAG Project MCP Server

Enables Claude to perform hybrid search across local documents by combining semantic vector retrieval and BM25 keyword matching for optimal context recovery. It supports multiple file formats including PDF, CSV, and Markdown, leveraging local Ollama models for private and efficient document querying.

DeepMyst MCP Server

DeepMystと対話したり、Gateway、Router、Token Optimizationを使用してLLM間の連携を可能にするMCPサーバー

Yelp Fusion MCP Server

Provides access to Yelp's business database for searching local businesses, retrieving detailed ratings and reviews, and performing market research through business counts. It enables users to look up businesses by location, category, or phone number using the Yelp Fusion API.

Awesome MCP Servers

MCP (Model Context Protocol) サーバーの整理されたコレクション

MCP Weather & Accruals Server

Provides weather data via OpenWeatherMap API, file operations, and integration with remote PostgreSQL database for managing accrual records through a FastAPI backend, all accessible through natural language via Deepseek.

MCP-Soccerdata

オープンソースのMCPサーバーで、SoccerDataAPIに接続し、自然言語でのやり取りを通じて最新のサッカー試合情報を提供します。

Zillow Working API MCP Server

Enables access to Zillow real estate data through the Zillow Working API, allowing users to query property information and listings.

MCP Server Fichador

A Model Context Protocol server that searches educational articles from todamateria.com.br and automatically creates structured reading cards with summaries, key points, and citations.

Spring AI MCP Server Example

これは、楽しみと実験のために構築されたSpring AI MCPサーバーのサンプルプロジェクトです。🚀 ダミーのPersonデータを持つインメモリデータストアを使用して、基本的なCRUD操作を実装しています。🤖

Youtube Mp310 MCP Server

Enables downloading MP3 audio files from YouTube videos by providing a YouTube URL through the Youtube Mp310 API.

MCP YFinance Stock Server

Enables AI agents to retrieve real-time stock data, manage watchlists, and perform comprehensive technical analysis using Yahoo Finance API. Provides 18+ tools for stock price tracking, trend analysis, volatility assessment, and financial indicators through MCP integration.

SharkMCP

A Model Context Protocol server that provides network packet capture and analysis capabilities through Wireshark/tshark integration, enabling AI assistants to perform network security analysis and troubleshooting.

MCP (Model Context Protocol) Server

言語モデル（特にOllama上で動作するMistral）とのインタラクションを可能にする、Model Context ProtocolサーバーおよびクライアントのTypeScript実装。

Playwright MCP

Enables browser automation and web page interaction using Playwright's accessibility tree for fast, structured automation without requiring vision models or screenshots.