Discover Awesome MCP Servers

Appwrite Docs MCP Server

Enables IDEs like Cursor, Windsurf, and Claude Code to access and query Appwrite documentation through a vector-powered search system. Provides developers with contextual Appwrite documentation directly within their development environment.

mcp-ping

Pings a host and returns the result

aria-mcp-server

Clinical research MCP server providing real-time access to PubMed (35M+ papers) and ClinicalTrials.gov (400K+ trials). Built for trial coordinators and life sciences teams. No API key required.

Superpowers MCP

Exposes the full functionality of the Superpowers framework as MCP tools to provide AI assistants with advanced capabilities like automated planning, debugging, and parallel development. It seamlessly integrates with clients like Claude Desktop, Cursor, and Trae for an enhanced AI-driven coding experience.

DigiKey MCP Server

Provides access to the DigiKey Product Search API v4, allowing users to search for electronic components and retrieve detailed product specifications. It supports keyword searches, pricing inquiries, manufacturer lookups, and access to technical datasheets.

EnterpriseDB MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for EnterpriseDB (beta): https://www.cdata.com/download/download.aspx?sku=JEZK-V&type=beta

FastAPI-MCP

A zero-configuration tool that automatically converts FastAPI endpoints into Model Context Protocol (MCP) tools, enabling AI systems to interact with your API through natural language.

YouTube Insights MCP Server

An MCP server that extracts transcripts, metadata, and summaries from YouTube videos across various URL formats including Shorts and standard links. It provides comprehensive video data and insights for analysis within MCP-compatible environments.

gaviwhatsapp-mcp

Send WhatsApp messages, manage templates, and run broadcast campaigns from AI coding tools. Works with Cursor, Claude Code, and Codex via npx @gaviwhatsapp/mcp.

Enterprise Expense Automation System

Enables users to manage company departments, employees, expenses, and performance ratings through a natural language interface in Claude Desktop. It features 12 specialized tools for comprehensive CRUD operations and AI-powered organizational analysis using Google Gemini.

FastMCP Supply Chain Optimizer

A custom implementation for real-time supply chain optimization that enables parallel tool calling to provide intelligent inventory management recommendations and actionable insights in response to live supply chain events.

OpenAI and Claude MCP

A simple server that acts as a Master Control Program (MCP) for unified interaction with OpenAI and Anthropic (Claude) AI models through a single API endpoint.

PostgreSQL MCP Server

A production-ready MCP server that enables chatting with PostgreSQL databases via Cloudflare Workers with GitHub OAuth authentication.

User Health Profile MCP Server

Enables management of user health profiles with capabilities to list, retrieve, and add user health information. Provides a sample implementation for testing MCP functionality with ChatGPT and other MCP-compatible tools.

iMessage MCP

A Model Context Protocol server for reading iMessage data from macOS.

pydantic-mcp

An MCP server for inspecting and interacting with Pydantic models and Python type contracts. It enables LLMs to perform deterministic validation, schema generation, model explanation, and Pydantic v1 to v2 migration analysis.

mcp-memory-gateway

An MCP server that provides memory management and gateway capabilities, enabling persistent storage and retrieval of contextual information across sessions.

Fastmail Calendar MCP Server

Enables AI assistants to interact with Fastmail calendars via CalDAV, allowing them to view, create, update, and delete calendar events using natural language.

Rover MCP Server

Enables AI assistants to search for pet sitters, manage bookings, and handle pet profiles through the Rover pet services marketplace. It facilitates direct communication with sitters and service management using Playwright-based browser automation.

MediaWiki API MCP Server

Enables LLMs to interact with MediaWiki installations as a bot user, supporting page editing, searching, moving, deleting, comparing revisions, and retrieving site information through the MediaWiki API.

📚 MCP Docs Search Server

Đây là một máy chủ MCP (Máy chủ Tìm kiếm và Trích xuất Tài liệu) nhẹ, dễ cài đặt và sử dụng, cho phép các LLM (Mô hình Ngôn ngữ Lớn) như Claude hoặc GPT tìm kiếm và truy xuất tài liệu cập nhật một cách linh hoạt từ các thư viện AI phổ biến như LangChain, LlamaIndex và OpenAI.

Primitiv

Design contract layer for AI agents. Scans Figma, code, Storybook, and token files, reconciles conflicts, and serves a single machine-readable source of truth so every agent gets the same authoritative design rules before it builds. Local-first.

CryptoDataAPI MCP Server

Connects AI agents to real-time crypto market data, covering market health scores, derivatives, ETF flows, and BTC cycle indicators. It provides 13 specialized tools for structured market analysis, sentiment tracking, and monitoring macro-economic indicators.

DedcodeMCP File Manager

Enables file management operations on the desktop including creating, reading, editing, moving, renaming, deleting, and listing files through the Model Context Protocol.

IP Geolocation MCP Server

An MCP (Multi-Agent Conversation Protocol) server that enables natural language interaction with the AbstractAPI geolocation service, allowing users to retrieve geographic information about IP addresses.

WAzion MCP Server

244 WhatsApp Business tools for AI agents: send messages, automate workflows, run marketing campaigns, and manage CRM. Supports Streamable HTTP and stdio transports.

Google Analytics MCP Server

Connects Google Analytics 4 data to Claude, Cursor and other MCP clients, enabling natural language queries of website traffic, user behavior, and analytics data with access to 200+ GA4 dimensions and metrics.

Genkit MCP

Cung cấp tích hợp giữa Genkit và Giao thức Ngữ cảnh Mô hình (MCP).

Retail Supply Chain Analysis Tool

Cho phép người dùng tải lên dữ liệu bán lẻ, phân tích xu hướng, tối ưu hóa hàng tồn kho và dự báo doanh số bằng cách sử dụng thông tin chi tiết được hỗ trợ bởi AI, đóng vai trò như một chuyên gia chuỗi cung ứng cấp cao.

Melo MCP Server

Enables searching and filtering real estate properties in France through the Melo API. Supports comprehensive property searches with filters for price, surface area, location, and property type for both sales and rentals.