Discover Awesome MCP Servers

storybook-mcp

A Model Context Protocol (MCP) server for Storybook.

ssh-mcp

Enables AI assistants to execute shell commands and transfer files via SFTP across remote servers using existing SSH configurations. It supports parallel execution on server groups and provides built-in safety warnings for potentially destructive commands.

MCP Partidos de Fútbol

A Python-based MCP server that extracts football match data from multiple global sources like ESPN and BBC Sport using intelligent web scraping. It enables AI assistants to retrieve scheduled matches, real-time scores, and broadcasting details with advanced filtering for high-profile games.

eBird MCP Server

Integrates the eBird API with Claude to query bird observation data, including recent sightings, rare bird reports, contributor statistics, hotspot locations, and taxonomy information through natural language.

HomeHarvest MCP Server

An MCP server built with Smithery that provides a foundation for real estate data harvesting capabilities. Currently includes example functionality for testing and development purposes.

Remote MCP Server (Authless)

A Cloudflare Workers-based MCP server that enables AI models to use custom tools without requiring authentication.

🏓 MCP Ping-Pong Server by Remote Call

🏓 一个实验性和教育性的乒乓球发球应用程序，演示了远程 MCP（模型上下文协议）调用。

Lara Translate MCP Server

一个MCP服务器，通过Lara Translate API提供机器翻译功能，具有语言检测和在多种语言对之间进行上下文感知翻译的能力。

Unstructured API Server

一个 MCP 服务器实现，它能够与 Unstructured API 交互，并提供列出、创建、更新和管理源、目标和工作流的工具。

tech-collector-mcp

Aggregates technical articles from multiple sources (Qiita, Dev.to, NewsAPI, Hacker News), summarizes them using Gemini API, and syncs them to Notion databases with personalized recommendations based on reading history and tags.

WeChat MCP Server

Enables automation of WeChat on macOS through the Accessibility API, allowing LLMs to fetch recent messages from contacts and send replies based on conversation history.

GitHub Project Manager MCP

Enables comprehensive GitHub project management with 20 tools for issue tracking, milestone management, label organization, AI-powered task complexity analysis, and PRD generation with roadmap planning capabilities.

tabular-mcp

tabular-mcp

DGIdb MCP Server

Enables querying the Drug Gene Interaction Database (DGIdb) through natural language, allowing users to search for drug-gene interactions, gene information, and drug attributes directly from Claude Desktop.

Brand MCP Server

Enables access to a PostgreSQL database for brand-related data using Python. It allows users to interact with database records through local configurations or secure remote EC2 deployments.

File Converter MCP Server

An MCP server that provides multiple file conversion tools for AI agents, supporting various document and image format conversions including DOCX to PDF, PDF to DOCX, image conversions, Excel to CSV, HTML to PDF, and Markdown to PDF.

飞书MCP机器人

飞书 MCP 服务器，用于通过 MCP 协议向飞书发送消息。在 GitHub 上创建帐户，为 Chenzhi-Ana/feishu_mcp_server 的开发做出贡献。

calc-mcp

21 tools for things AI is bad at — deterministic math, cryptographic randomness, date arithmetic, hashing, encoding, unit conversion, and more.

OpenEdu MCP Server

A comprehensive Model Context Protocol server providing educational resources and curriculum planning support with intelligent filtering across multiple educational APIs.

Kubernetes MCP Server – 5G Core Edition

Exposes Kubernetes cluster state with specialized telecom awareness of 5G Core network functions and topologies to MCP-compatible LLMs. It enables natural language analysis of 5G workloads, network slices, UPF data planes, and cluster health.

Polymarket MCP Server

Enables AI agents to interact with the Polymarket prediction market platform to discover markets, analyze real-time pricing, and monitor public portfolio data. It provides comprehensive access to market analytics, implied probabilities, and order books through the Model Context Protocol.

CookUnity MCP

MCP server for CookUnity meal delivery service. Browse menus, manage carts, confirm orders, skip/unskip deliveries, and view order history.

BuyICT MCP Server

Provides access to Australian Government ICT procurement opportunities from BuyICT, enabling users to search contracts across multiple marketplaces, view detailed opportunity information, and explore available procurement channels.

RAG GroundX MCP Server

Enables advanced semantic search and document management by integrating the GroundX API with Claude Desktop and GitHub Copilot. It supports local file uploads, website crawling, and Google Drive synchronization for RAG workflows.

mcp-clickhouse-long-running

mcp-clickhouse-long-running

AbletonMCP

A server that connects Ableton Live to Claude AI through the Model Context Protocol, enabling AI-assisted music production and direct control of Ableton Live features.

mcp-svd

An MCP server that provides AI coding assistants with access to official ARM CMSIS SVD hardware register definitions for microcontrollers. It enables precise querying of register names, bit positions, and addresses to prevent hallucinations during embedded systems development.

Ableton Live MCP

Enables AI agents to control and inspect Ableton Live by executing Python code directly against the Live Object Model. It allows for automated track management, MIDI note creation, and real-time session manipulation through a natural language interface.