Discover Awesome MCP Servers

Docs MCP Server

A search-and-retrieve MCP server that queries official documentation sites for modern libraries like LangChain, OpenAI, and Docker, extracting clean text content using Google Serper API and trafilatura.

F-MCP (Figma MCP Bridge)

Enables AI assistants to read, analyze, and modify Figma designs, manage design tokens, and create prototype connections, all while keeping data local.

mcp-servers

サーバーレス環境での MCP サーバー

GitHub Agent MCP Server

Enables AI agents to interact with GitHub via natural language, supporting repository management, issue tracking, file commits, and more.

Gemini Search MCP Server

An MCP server that generates answers using Gemini 2.0 and Google Search, providing relevant search results alongside the response.

Google Search MCP Server

Enables users to perform Google Custom Search queries through the Model Context Protocol. Requires Google API credentials and Custom Search Engine configuration for web search functionality.

XERT Cycling Training

Connect Claude to XERT cycling analytics - access fitness signature (FTP, LTP, HIE), training load, workouts, and activities.

Arcjet - MCP Server

Arcjet Model Context Protocol (MCP) server. Help your AI agents implement bot detection, rate limiting, email validation, attack protection, data redaction.

mcp-gtags-server

Provides fast, indexed code navigation (definitions, references, callers, etc.) for AI coding agents by leveraging GNU Global (gtags), dramatically reducing context noise compared to grep.

@deepidv/mcp-server

Enables AI agents to perform identity verification, KYC/KYB, PEP & sanctions screening, bank statement analysis, and workflow automation via the Model Context Protocol.

German Law MCP Server

Enables querying 6,870 German federal statutes, case law, and legislative preparatory works directly from AI assistants and MCP-compatible clients.

My Coding Buddy MCP Server

A personal AI coding assistant that connects to various development environments and helps automate tasks, provide codebase insights, and improve coding decisions by leveraging the Model Context Protocol.

Mcp Akshare

AKShareは、Pythonをベースとした金融データインターフェースライブラリであり、株式、先物、オプション、ファンド、外国為替、債券、指数、暗号通貨などの金融商品のファンダメンタルデータ、リアルタイムおよび過去の相場データ、派生データを、データ収集、データクレンジングからデータ格納まで一貫して行うためのツールです。主に学術研究を目的としています。

Browser AI Debate MCP

An MCP server that orchestrates structured multi-round debates between ChatGPT Web and Gemini Web in the same Chrome browser via CDP, requiring no API keys.

Kibana MCP Server

Enables AI assistants to interact with Kibana dashboards, visualizations, and Elasticsearch data through read-only resources and executable tools for searching logs, exporting dashboards, and querying data.

@first-ch/tools-mcp

MCP server exposing First CH Tools' free web-tool logic for WCAG contrast, JP character counting, WebP conversion, JSON-LD, and llms.txt generation to AI agents.

MCP Demo Server

A minimal fastmcp demonstration server that provides a simple addition tool through the MCP protocol, supporting deployment via Docker with multiple transport modes.

RealTest MCP Server

Provides structured access to RealTest backtesting documentation and example scripts to help LLM agents generate accurate RealScript code. It offers tools for semantic search, authoritative function references, and verified script retrieval to prevent hallucinations.

household-agent

Enables AI-powered household management including inventory tracking, restock predictions, meal planning from available ingredients, and baby supply monitoring through natural language commands.

🧠 MCP PID Wallet Verifier

軽量でAIフレンドリーなMCPサーバー。あらゆるAIエージェントまたはMCP互換アシスタントが、OIDC4VPを介してPID（個人識別データ）クレデンシャルの提示を開始および検証できます。

Harness MCP Server

Enables AI applications to manage continuous delivery and cloud costs through the Harness platform.

TickDB MCP

Unified real-time & historical market data API for Forex, stocks (US/HK/A-share), crypto, indices & precious metals. Tick, order book depth & K-line via REST + WebSocket. AI-native: MCP server, Skill & CLI.

pixso-mcp-server

Brings Pixso design context into AI coding workflows, enabling AI assistants to understand design layers, component variants, variables, and local styles for design-to-code tasks.

Drip MCP Server

Enables AI assistants to manage Drip email marketing automation, including subscriber management, campaigns, workflows, tags, event tracking, and e-commerce integration.

MCP Server with Azure Communication Services Email

Azure Communication Services - Email MCP

Memory-IA MCP Server

Enables AI agents with persistent memory using SQLite and local LLM models through Ollama integration. Provides chat with context retention and multi-client support across VS Code, Gemini-CLI, and terminal interfaces.

Model Context Protocol (MCP) + Spring Boot Integration

新しいMCPサーバーの機能をSpring Bootを使って試しています。

Gopher & Gemini MCP Server

Enables AI assistants to browse and interact with both Gopher and Gemini protocol resources safely and efficiently.