Discover Awesome MCP Servers

Knowledge Graph Memory Server

A persistent memory server that implements a local knowledge graph using the Kuzu embedded database to store entities, relationships, and observations. It enables AI models to maintain structured long-term context through searchable nodes and comprehensive tag-based organization.

Zendesign MCP Server

An MCP server that allows Cursor users to fetch real-time information about Zendesign design system components.

Slack Search MCP Server

Enables searching and retrieving messages across Slack workspaces using Slack's search API. Supports pagination, filtered results, and returns message details including text, timestamps, users, channels, and permalinks.

Weather MCP Server

Enables temperature conversion from Fahrenheit to Celsius through HTTP requests. Provides a simple MCP tool for temperature unit conversion with AWS Lambda deployment support.

Superglue MCP

A service that enables agents to build deterministic workflows across apps, databases and APIs using natural language, handling schema mapping, drift detection, and execution of integration pipelines automatically.

MCP Complete Implementation Guide

Provides a complete end-to-end MCP server implementation with file system tools, web scraping capabilities, and system information access. Includes ready-to-use configuration files and integration examples for Claude Desktop, ChatGPT, and other AI models.

fumadocs-mcp

An MCP (Model Context Protocol) server that provides AI tools with access to Fumadocs documentation. This makes it easier for AI assistants to help you integrate Fumadocs into your existing projects.

LCSH MCP Server

Allows AI assistants to search the Library of Congress Subject Headings (LCSH) through a simple API interface, making it easy to query and retrieve official subject headings and related terms.

Apple Music MCP Server

Integrates Apple Music with MCP clients to search the global catalog, manage personal playlists, and access library data. It enables users to perform actions like creating playlists, adding tracks, and viewing recommendations through natural language commands.

MCPHOST-SERVER

针对 Ollama、OpenAI 和 Anthropic 的 MCP 服务器桥接

Shufersal MCP Server

Provides automated shopping capabilities for the Shufersal website using Puppeteer, enabling LLMs to search products, create shopping lists, and add items to shopping carts.

PromptSmith

An MCP server that provides 'Reasoning as a Service' by analyzing tasks to select and generate meta-prompts from 40 distinct reasoning frameworks. It enables AI agents to optimize their execution strategy based on task complexity and category, featuring tools for strategy recommendation and performance tracking.

Documentation Crawler & MCP Server

Toolset that crawls websites, generates Markdown documentation, and makes that documentation searchable via a Model Context Protocol (MCP) server for integration with tools like Cursor.

AWS MCP Server

一个模型上下文协议服务器，允许 Claude AI 通过自然语言与 AWS 资源交互，使用户无需使用传统的 AWS 控制台或 CLI 即可查询和管理 AWS 服务。

Computer Use MCP Server

Enables Claude Code to interact with Linux X11 desktops by performing mouse actions, keyboard input, and capturing screenshots. It provides a suite of tools for automation tasks such as clicking, typing, and zooming on specific screen regions.

Linear MCP Server

Provides tools to interact with the Linear API, allowing users to fetch tasks, task details, teams, and users from their Linear workspace.

civnode-mcp

An MCP server for the CivNode 'slow web' social platform that enables interaction with monuments, forums, and creative writing. It allows users to manage their profiles, send private or anonymous messages, and engage with the community's unique social features.

dex-metrics-mcp

An MCP server that tracks trading volume metrics segmented by DEX, blockchain, aggregator, frontend, and Telegram bot.

MedVision MCP

Provides AI-powered medical image analysis tools for LLM agents, enabling tasks such as X-ray classification, interactive segmentation, and visual question answering. It supports multi-step diagnostic reasoning and clinical workflows through a suite of specialized medical AI models.

better-email-mcp

IMAP/SMTP email MCP server with App Passwords. Auto-discovers Gmail, Outlook, Yahoo, iCloud. 5 composite tools, multi-account.

Weather MCP Server

Provides access to National Weather Service (NWS) data, enabling users to retrieve active weather alerts for US states and weather forecasts for specific geographic coordinates.

Vulnerable MCP Server

An educational MCP server demonstrating common security vulnerabilities like command injection, path traversal, SQL injection, and XXE attacks. Designed for security training purposes only, not for production use.

WIP: MCP Server Superset

镜子 (jìng zi)

Mindbody MCP Server

Provides AI assistants with complete access to the Mindbody API for fitness and wellness studio management, including class scheduling, client management, bookings, payments, and staff operations across 50+ tools.

Instagram DMs MCP

Enables AI assistants to read, send, and manage Instagram direct messages, including viewing conversations, sending DMs to users, reacting to messages, and searching for users by username.

AI-powered Chat System with multiple MCP servers.

基于人工智能的聊天系统，具有多个MCP服务器。

Weekly Report MCP Server

一个简单的 MCP 服务器，允许用户将每周报告写入并保存到专用报告目录中的文本文件。