Discover Awesome MCP Servers

MCP Color Converter

Provides comprehensive color conversion, manipulation, analysis, and WCAG accessibility tools supporting multiple formats (hex, rgb, hsl, oklch, oklab) for design systems and web development.

Things MCP Server

An MCP server that allows AI assistants like Claude Code, Claude Desktop, and Cursor to interact with Things.app on macOS, enabling task creation, updates, viewing, scheduling, and organization through natural language.

🌤️ Weather MCP Server

A lightweight Model Context Protocol (MCP) server that enables AI assistants like Claude to retrieve and interpret real-time weather data.

AWS S3 MCP Server

通过预签名 URL 提供对 AWS S3 存储桶的安全访问，从而能够列出、下载、上传和删除对象。

Kappybara MCP Server

Enables LLMs to run rule-based molecular interaction simulations using the Kappa language through the Kappybara package. Returns simulation results as CSV data for analysis of biochemical systems and molecular binding dynamics.

Cursor Sound MCP

当 Cursor AI 完成代码生成时播放音效，为编码体验提供音频反馈，使其更具互动性。

UI Expert MCP Server

Provides professional UI/UX design expertise and frontend development tools for analyzing interfaces, generating design systems, and creating modern components with accessibility and best practices built-in. Supports React, Vue, Angular and other frameworks with seamless Claude Code CLI integration.

MCP Memory LibSQL Go

🧠 High-performance persistent memory system for Model Context Protocol (MCP) powered by libSQL. Features vector search, semantic knowledge storage, and efficient relationship management - perfect for AI agents and knowledge graph applications.

Backlog MCP Server

A Model Context Protocol server that enables AI agents to interact with Backlog API for managing projects, issues, wikis, Git repositories, and other Backlog features.

XRPL MCP Service

一个模型上下文协议（MCP）服务器，提供对 XRP 分类账（XRPL）的全面访问。此服务使 AI 模型能够通过标准化端点与 XRPL 交互。

JupyterMCP

A Model Control Protocol (MCP) server that enables remote programmatic control of Jupyter notebooks, allowing AI assistants and applications to create, edit, and execute notebook cells via SSE protocol.

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mcp-southwest

An MCP server for Southwest Airlines that enables flight searching, booking, and reservation management via browser automation. It allows users to check in, retrieve boarding passes, and manage Rapid Rewards accounts through natural language.

Scholarly Research MCP Server

Enables comprehensive academic research by searching and analyzing papers from PubMed, Google Scholar, ArXiv, and JSTOR. Provides full-text access, citation management, and research organization through five powerful consolidated tools.

Gaphor MCP Server

与模型互动 (Yǔ móxíng hùdòng)

memro MCP Server

Provides persistent memory for AI models by enabling the storage and retrieval of episodic, semantic, and procedural information through the memro protocol. It allows assistants to maintain long-term context via semantic search and chronological memory management.

Discord MCP Server

Enables comprehensive Discord bot management and server operations through MCP, including channel management, message handling, member moderation, role management, and voice operations. Provides secure Discord API integration with built-in permission controls and audit logging capabilities.

FastMCP Gmail Reader Server

Enables users to manage Gmail by fetching recent emails with pagination and creating new or reply drafts via the Gmail API. It provides a seamless interface for interacting with email content and drafting responses within Gemini-CLI.

Unity MCP Server

Exposes Unity Editor project context and manipulation tools to AI coding agents, enabling automated scene hierarchy analysis, script inspection, and asset management. It supports both read and write operations including GameObject editing, component configuration, and animation authoring within the Unity environment.

Tmux MCP Server

Enables programmatic control over tmux terminal sessions for SSH access, command execution, and terminal automation. Supports creating sessions, sending commands, capturing output, and managing multiple panes for interactive debugging and monitoring.

ihyee-mcp

An MCP server that provides AI assistants with web search and intelligence capabilities via the ihyee API. It allows users to search the web, fetch extracted content from URLs, and perform full browser rendering for JavaScript-heavy websites.

WebSee MCP Server

Provides AI assistants with advanced frontend debugging capabilities through 36 specialized tools for inspecting React/Vue/Angular/Svelte applications. Uses Playwright browser automation and source map intelligence to analyze components, network requests, bundle optimization, and resolve production errors.

Qiita MCP Server

Enables searching and browsing Qiita articles, including filtering by tags and users, retrieving comments, and accessing bookmarked articles. Supports both public Qiita and private Qiita Team instances.

VIN MCP

Provides comprehensive vehicle reports by aggregating data from multiple public sources to decode VINs, check recalls, and view safety ratings. It enables users to validate VINs locally and retrieve technical specifications, fuel economy, and vehicle photos without requiring API keys.

Sage 200 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 Sage 200 (beta): https://www.cdata.com/download/download.aspx?sku=GGZK-V&type=beta

RapidChart MCP Server

Generate and manage diagrams (class, ER, sequence, architecture) directly from code in Cursor IDE using RapidChart's AI-powered diagramming service with support for multiple AI models.

Hello World MCP Server

A minimal Model Context Protocol server in TypeScript that demonstrates MCP-compliant resources and tools for LLMs, featuring simple resources and a basic tool that echoes messages or returns greetings.

claude-concilium

Multi-agent AI consultation framework for Claude Code via MCP — get second opinions from OpenAI, Gemini, Qwen, DeepSeek

AX Local Operations MCP Server

A comprehensive MCP server that enables AI models to perform local file operations, command execution, and task management across multiple platforms. It features advanced capabilities like row-level file editing, directory searching, and system monitoring with built-in security filters.