Discover Awesome MCP Servers

Weather MCP Server for Intercom

Integrates weather tools with Intercom, providing real-time weather alerts, forecasts, and personalized customer greetings using National Weather Service API data.

Chotu Robo Server

An MCP server that integrates Arduino-based robotics (ESP32 or Arduino Nano) with AI, allowing control of hardware components like LEDs, motors, servos, and sensors through AI assistants.

Lunch Money MCP Server

An MCP server providing full integration with the Lunch Money API to manage financial data including transactions, budgets, assets, and categories. It enables AI assistants to perform CRUD operations on financial records through a standardized HTTP interface.

Garmin Connect MCP Server

Connects Claude Desktop to Garmin Connect, enabling natural language queries of fitness activity data, health metrics, sleep analysis, workout management, and device information with 94 available tools.

Zerodha Integration

Zerodhaの取引プラットフォームをMulti-Cloud Pluginフレームワークを用いてClaude AIと統合し、ユーザーがClaudeを通じて直接Zerodhaの取引口座を操作し、株式取引や投資信託の運用を行えるようにします。

Findymail MCP Server

An MCP server integrating with Findymail API that enables email validation and finding work emails using names, companies, or profile URLs.

tsrs-mcp-server

Tushare Rust MCP サーバー

Neo4j Agent Memory MCP Server

Enables AI agents to store, retrieve, and connect information in a Neo4j graph database as persistent memory, with semantic relationships, natural language search, and temporal tracking across conversations.

OpenSCAD MCP Server

Enables AI assistants to render 3D models from OpenSCAD code, generating single views or multiple perspectives with full camera control. Supports animations, custom parameters, and returns base64-encoded PNG images for seamless integration.

Gmail MCP Server

A Model Context Protocol server that enables Claude AI to interact with Gmail, supporting email sending, reading, searching, labeling, draft management, and batch operations through natural language commands.

本项目建于2025-03-30，是一个MCP Client 与 MCP Server的样例实现（Python版本）

MCP (Minecraft Communication Protocol) Client and Server example implementation using SSE (Server-Sent Events) (Python version)

MCP Configuration Editor

Enables safe management of MCP server configuration files for AWS Q Developer and Claude Desktop, including adding, updating, removing servers, automatic backups, and validation.

Xcode MCP Server

AIアシスタントが、標準化されたインターフェースを通じてXcodeプロジェクトを直接ビルドおよびテストできるようにする、Model Context Protocolサーバー。テストの実行、進捗状況の監視、リアルタイムでのログへのアクセス機能を持つ。

LeadMagic MCP Server

Provides 19 B2B data enrichment tools for finding and validating emails, searching company profiles, analyzing job postings, discovering employee information, and researching advertising campaigns through the LeadMagic API.

image-generator

image-generator

MCP SFTP Orchestrator

Enables remote server management through SSH/SFTP with persistent task queuing, system monitoring, file transfers, service status checks, and API health monitoring through a unified interface.

MCP Logback Analyzer

A FastMCP-based tool for analyzing logback log files to detect code defects and generate automated fix suggestions. It features intelligent stack trace filtering and token optimization to efficiently identify and resolve application errors.

GSC-MCP-Server

Connects Google Search Console to MCP clients to query search analytics, manage sitemaps, and perform URL inspections. It enables users to identify SEO opportunities and generate performance reports through natural language interactions.

ETH Security MCP

セキュリティアナリスト、監査人、インシデント対応担当者向けのETH MCPサーバー。

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.

Remote MCP Server (Authless)

A template for deploying an MCP server without authentication on Cloudflare Workers. Allows connection from Claude Desktop and AI Playground to use custom tools remotely.

Trae-OpenSpec MCP

An MCP server for Trae AI that enables automated creation and management of OpenSpec-compliant projects through natural language descriptions. It features tools for generating specification files, optimizing existing code based on specs, and deploying project templates without command-line intervention.

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。

MCP-RLM

An implementation of the Recursive Language Models architecture that enables AI agents to process massive documents by programmatically decomposing them into sub-queries. It allows for cost-effective and accurate reasoning across millions of tokens by treating long-form data as an external environment for root and worker models.

Remote MCP Server on Cloudflare (Authless)

A template for deploying remote Model Context Protocol servers on Cloudflare Workers without authentication. It enables users to define custom tools and access them through an SSE endpoint from clients like Cloudflare AI Playground or Claude Desktop.

Shopify MCP Server

GraphQL APIを通じてShopifyストアとのインタラクションを可能にし、商品、顧客、注文などを管理するためのツールを提供します。

ZAI MCP Server

Provides web search, content extraction, and AI summarization capabilities using the GLM-4.7-Flash model. It enables users to perform web searches, fetch website data, and generate concise content summaries through integrated tools.