Discover Awesome MCP Servers

AutoDocs MCP Server

Automatically provides AI assistants with contextual, version-specific documentation for Python project dependencies by scanning pyproject.toml files. Eliminates manual package lookup and enables more accurate coding assistance through seamless integration with AI tools.

MCP PyODBC Server

A lightweight MCP server that enables database access and querying through ODBC connections, with special support for Virtuoso DBMS features like SPARQL and AI assistance through natural language.

Remote MCP Server on Cloudflare

A template for deploying authentication-free MCP servers on Cloudflare Workers, enabling custom tool creation and integration with Claude Desktop and AI Playground.

OmniFocus MCP Server

A Model Context Protocol server that integrates OmniFocus with Claude Desktop, providing AI-powered access to tasks and projects for enhanced task management and weekly reviews.

NIH RePORTER MCP

一个模型上下文协议服务器，可以通过 NIH RePORTER 数据库实现对 NIH 资助的研究项目和出版物的对话式搜索。

Test Analyzer MCP Server

Enables comprehensive analysis of JavaScript/TypeScript project testing setups by detecting frameworks like Jest, Vitest, and Cypress, analyzing test coverage metrics, and generating actionable recommendations for improving test quality. Provides detailed insights into test structure, dependencies, and coverage thresholds with visual feedback.

Weather MCP Server

Enables users to get weather alerts and forecasts through natural language interactions. Provides real-time weather information and alert notifications via MCP tools.

Google Sheets MCP

一个模型上下文协议 (MCP) 连接器，允许 AI 代理直接与 Google Sheets 交互，从而能够通过自然语言创建、读取和修改电子表格。

Weather Server

Provides global weather query services with features including real-time weather, weather forecasting, and multi-city weather comparison.

Playwright Server MCP

一个浏览器自动化服务器，提供 Playwright 功能，用于控制 Web 浏览器、捕获屏幕截图、提取内容，并通过 MCP 接口执行复杂的交互。

MSSQL MCP Server

An MCP server that enables connection to Microsoft SQL Server databases, providing tools for schema inspection and querying through standardized interfaces.

SmartLead MCP Server

A Model Context Protocol server that provides AI coding assistants (Claude, Cursor, etc.) with access to SmartLead's cold email automation platform through 116+ API endpoints for campaign management, lead tracking, and email delivery.

Allyson MCP Server

AI-powered animation generator that transforms static images into animated SVG components using the Model Context Protocol, allowing users to create animations through natural language prompts.

CCXT MCP Server

A Model Context Protocol server that enables LLMs to interact with cryptocurrency exchanges through CCXT, allowing for tasks like fetching balances, market data, creating orders, and trading operations in a standardized way.

Kodi MCP Server

Enables control of Kodi media center through MCP protocol, supporting playback control, library management, navigation, and smart downloads search with automatic file playback.

MySql MCP Server

无缝连接并与 MySQL 数据库交互。执行 SQL 查询，管理数据库连接，并直接通过 AI 助手检索数据。通过对 MySQL 数据的结构化访问来增强您的 AI 能力。

GitLab MCP Server

Enables interaction with GitLab repositories through secure OAuth 2.0 authentication. Supports comprehensive GitLab operations including merge requests, issues, file management, commits, and branch operations through natural language.

aks-mcp-server

玩转 MCP 服务器和 AKS

Weather MCP Service

Provides live weather data and forecasts for any location worldwide through both REST API and MCP endpoints. Supports current weather, multi-day forecasts, and various location formats including city names, coordinates, ZIP codes, and airport codes.

Gemini CLI MCP Server

Enables comprehensive codebase analysis using Google's Gemini AI through CLI integration. Provides architectural reviews and targeted code analysis with code2prompt integration for efficient context extraction.

mcp_servers

模型上下文协议服务器 (Móxíng shàngxiàwén xiéyì fúwùqì)

ComfyUI MCP Server

Enables AI agents to manage ComfyUI workflows using a human-readable Domain Specific Language (DSL), with automatic conversion to/from JSON format. Supports workflow creation, validation, execution, and monitoring through natural language interactions.

Gmail MCP Server

用于通过 IMAP 和 SMTP 与 Gmail 交互的 MCP 服务器 (Or, more literally: 用于通过 IMAP 和 SMTP 与 Gmail 交互的 MCP 服务器) **Explanation of Choices:** * **MCP Server:** I kept "MCP Server" as is, assuming it's a specific term or acronym that's best left untranslated. If you have more context about what "MCP" stands for, I can provide a more accurate translation. * **用于 (yòng yú):** Means "used for" or "for the purpose of." * **通过 (tōng guò):** Means "through" or "via." * **IMAP 和 SMTP (IMAP hé SMTP):** These are standard internet protocols and are commonly used in their English abbreviations in Chinese technical contexts. * **与 (yǔ):** Means "with" or "and." * **Gmail 交互 (Gmail jiāo hù):** Means "Gmail interaction" or "interacting with Gmail." The second, more literal translation is included because sometimes in technical contexts, a more direct translation is preferred. However, the first option is generally more natural-sounding in Chinese.

REI Crypto MCP Server

FastMCP implementation providing API access to DefiLlama Pro, CoinGecko Pro, and Arkham Intelligence for crypto data retrieval without requiring users to manage individual API keys.

Zig Server

提供 Zig 语言工具和代码分析，通过 Zig 特定的功能（如代码优化、计算单元估算、代码生成和最佳实践建议）来增强 AI 能力。