Discover Awesome MCP Servers

Weather MCP Server

Provides weather information and alerts from the National Weather Service, including active weather alerts for US states and location-based forecasts using latitude/longitude coordinates.

tuxguitar-claude-mcp

Lets Claude create guitar and bass tablature as TuxGuitar-compatible .gp5 files, including tracks, tuning, measures, notes, and effects such as palm mute, tremolo picking, bends, and harmonics.

mcp-national-rail

An MCP server to retrieve train schedules from National Rail using the Realtime Trains API, providing tools for live departures and arrivals.

unity-api-mcp

MCP server providing accurate Unity API documentation to prevent AI agents from hallucinating signatures, namespaces, and deprecated usage.

planner-mcp

MCP server that turns planning documents into structured SQLite data and exposes plan metadata to AI agents, with tools to list and delete saved plans.

GitHub Actions MCP Server

GitHub Actions Model Context Protocol Server that allows you to create, manage, monitor, and interact with workflows.

Oorlogsbronnen MCP Server

用于通过 Oorlogsbronnen API 访问荷兰二战档案的 MCP 服务器。提供对 1940-1945 年荷兰历史记录、照片和文件的结构化访问。

gramps-web-mcp

MCP server for Gramps Web. Gives AI agents structured, tool-based access to family trees through the Model Context Protocol. Built with .NET 8.

aiogram-mcp

MCP server middleware for aiogram Telegram bots — 30 tools, 7 resources, 3 prompts covering messaging, rich media, moderation, interactive keyboards, real-time event streaming, rate limiting, permissions, and audit logging.

yfinance MCP Server

Finance mcp server- Get up-to-date prices and news about stocks and cryptocurrencies

Airtop MCP Server

一个用于与 Airtop 通信的 MCP 服务器

Dnevnik.ru MCP Server

An MCP server that integrates with the Dnevnik.ru API to provide AI assistants with access to school schedules, grades, and homework. It enables users to query educational data and manage school-related information through natural language.

M3

Enables querying MIMIC-IV medical data using natural language through MCP clients, with support for local DuckDB and cloud BigQuery backends.

ssis-adf-agent

An MCP server that enables automated analysis and conversion of SSIS packages into Azure Data Factory JSON artifacts directly through GitHub Copilot. It streamlines ETL modernization by detecting complex patterns, translating script tasks, and generating production-ready pipelines following Microsoft best practices.

Libs MCP Service

A Model Context Protocol (MCP) service for integration with external platforms, providing CRUD operations for 23 entity types through a standardized MCP interface.

agentic-compute-mcp

A high-performance MCP server that connects AI agents to premium computational tools for genetic algorithm optimization and data visualization, with automated USDC microtransactions via the x402 protocol.

x-search-mcp

Provides read-only access to X (Twitter) search via xAI's Responses API, returning Grok-generated answers with citations from posts, profiles, and threads.

dolores

dolores is an MCP server that gives AI agents persistent memory using Postgres and pgvector, retrieving only relevant context to minimize token usage.

PostgreSQL MCP Server

Enables AI models to execute SQL queries, list tables, and describe table structures on a local PostgreSQL database.

Obsidian MCP Wrapper

Enables Claude Desktop to securely search and retrieve knowledge from an Obsidian vault through a stateless MCP interface, with progressive disclosure and gated write capabilities.

ATproto Docs MCP Server

A remote MCP server providing a tool for searching and querying ATprotocol documentation, helping developers easily access information while building on the protocol.

PythonCMCPServer

使用 Python 构建自定义 MCP 服务器

mcp-sitecore-server

Sitecore 的模型上下文协议服务器

Fast MCP Task Manager

Enables AI-powered task management with Google Gemini integration, providing CRUD operations, task analytics, CSV export, and natural language interaction for comprehensive project management.

Tengu

Turns Claude into a penetration testing copilot with 80 security tools, safety controls, and automatic reporting.

Multi-agent Communication Protocol Server

A standardized interface for agent-to-agent communication that enables composability, supports streaming, and implements server-sent events (SSE) for real-time interaction.

Jira MCP Server

Enables AI assistants to interact with Jira Server/Data Center for fetching incidents, searching issues, adding comments, and managing transitions.

MetaRouter Image MCP

MCP server that connects Codex or MCP clients to MetaRouter's OpenAI-compatible image generation API, enabling natural language image generation, local image editing, batch editing, and multi-reference image synthesis.

upwork-mcp

MCP server for the Upwork GraphQL API enabling job search, contract management, proposal drafting, and other Upwork automation tasks via natural language.

Fullstack Context MCP Server

Enables AI agents to interact with both frontend and backend projects by providing file system access and context through the MCP protocol, facilitating full-stack development assistance.