Discover Awesome MCP Servers

Epic Patient API MCP Server

Enables access to mock Epic patient data through 15 MCP tools with two-tier access (list summaries, then fetch details) and LLM-powered natural language search across allergies, medications, conditions, clinical notes, labs, vitals, and procedures.

FastMCP_RecSys

CLIPベースのファッションレコメンダーシステム。ユーザーは服の画像をアップロードすることで、視覚的な分析に基づいたタグとレコメンデーションを受け取ることができます。

Tonle OpenProject MCP Server

Enables AI assistants to interact with OpenProject's API v3 for comprehensive project management operations including work packages, projects, time tracking, users, and all other OpenProject features through natural language.

WordPress Docs MCP Server

Provides instant access to WordPress.org documentation, WordPress VIP guides, and function references. Enables searching developer documentation, looking up specific WordPress functions/hooks/classes, and querying VIP platform documentation directly in Claude conversations.

NicePay MCP Server

Enables developers to search and access NicePay payment API documentation, including endpoint details, code samples, and SDK method information through natural language queries.

Vestige MCP

An MCP server that provides comprehensive DeFi analytics and data access for the Algorand ecosystem via the Vestige API. It enables users to track asset prices, liquidity pools, protocol statistics, and real-time trading data.

Teams Messenger MCP App

A Model Context Protocol server that bridges Microsoft Teams and MCP-compatible clients, enabling chat integration, message handling, and advanced search capabilities without REST API endpoints.

MCP Start App

A comprehensive local file management and system operations server that provides advanced file editing, VSCode-like search capabilities, code formatting and validation, backup management, and safe system command execution with security safeguards.

MCP (dot-do)

A framework that provides search, fetch, and do primitives to enable AI agents to orchestrate complex tasks via sandboxed TypeScript code execution. It optimizes performance and security by reducing multiple sequential tool calls into a single, efficient inference round-trip.

ApiColombiaMCP

Provides comprehensive information about Colombia including departments, regions, cities, tourist attractions, and general country data through the API Colombia service. Enables users to query Colombian geographical and administrative information through natural language.

Expo MCP Server

A Model Context Protocol server that provides development and debugging tools for Expo-based React Native applications, enabling developers to manage Expo servers, capture logs, and manipulate project files.

neil-mcp-server

mcp mysql

GIMP MCP

Generates images from text descriptions using Stable Diffusion AI, integrated with VS Code through Model Context Protocol. Supports both AI-powered realistic images and quick PIL-based sketches, with batch processing and animated GIF creation capabilities.

MCP Shipping Control Center

Enables comprehensive shipping and order management through EasyPost and Veeqo integrations. Supports creating orders, generating shipping labels, tracking shipments, and managing unified workflows with a web-based dashboard interface.

itglue-mcp-server

An unofficial Model Context Protocol server that enables AI assistants to manage ITGlue documents, sections, and organizations via the ITGlue API. It supports full CRUD operations, organization lookups, and regional API endpoints for US, EU, and Australia.

Polarsteps MCP Server

A server that enables AI assistants to access Polarsteps travel data, allowing queries about user profiles, trip details, travel statistics, and natural language search through travel histories.

Java Class Analyzer MCP Server

Enables AI tools to analyze Java dependencies by scanning Maven projects, decompiling JAR files, and extracting detailed class information including methods, fields, and inheritance relationships. Solves the problem of AI hallucinations when generating code that calls external dependencies by providing accurate class structures through decompilation.

Hello Widget Example

A minimal ChatGPT app demonstrating interactive greeting widgets with confetti animations and theme support, built as a template for creating MCP servers with custom UI components.

deep-filesystem-tree

深いファイルシステムツリーの可視化と操作機能を提供する、モデルコンテキストプロトコル（MCP）の実装。このツールは、複雑なディレクトリ構造の効率的なナビゲーションと管理を可能にし、AIを活用したファイルシステム操作で開発ワークフローを強化します。互換性：

xiaobenyang-mcp

本MCP服务封装了新闻相关工具

DataWorks MCP Server

鏡 (Kagami)

CrowdStrike Falcon MCP Server

Connects AI agents with the CrowdStrike Falcon platform to enable intelligent security analysis, providing programmatic access to detections, incidents, threat intelligence, vulnerabilities, and other security capabilities for advanced security operations and automation.

Redshift MCP Server

A Model Context Protocol server that enables AI assistants to interact with Amazon Redshift databases, allowing for schema exploration, query execution, and statistics collection.

Obsidian MCP Server

Provides AI assistants with full-text search access to your Obsidian vault, allowing them to query, retrieve, and analyze notes through the Model Context Protocol.

YouTube Transcript MCP Server

Retrieves transcripts from YouTube videos with support for multiple languages, timestamp control, and language detection. Enables video content analysis, summarization, and quote extraction without manually downloading or watching videos.

AI Book Agent MCP Server

Provides AI assistants with intelligent access to ML textbook content through RAG-powered search, chapter retrieval, and documentation generation capabilities. Uses local models for privacy-focused, source-grounded responses from indexed technical books.

MCP Vector Memory

Provides AI coding agents with persistent, long-term memory through local semantic search and SQLite storage. It enables agents to save and retrieve architectural decisions or project context across different conversation sessions without requiring cloud services.

Discourse MCP Server

Node.js サーバー。Model Context Protocol (MCP) を通じて Discourse フォーラムの投稿を検索できるようにし、AI アシスタントが Discourse フォーラムからコンテンツを取得できるようにします。