Discover Awesome MCP Servers

Gmail MCP Server

使用 Java 和 Spring Boot 的 Gmail MCP 服务器

Adobe Commerce Support MCP Server

Generates professional Adobe Commerce support responses from case findings. Supports both structured and mixed content formats with automatic categorization capabilities.

Honeycomb MCP Server

镜子 (jìng zi)

Weather MCP Server

A JavaScript ES Modules server that provides weather information including alerts and forecasts for US locations using the National Weather Service API.

TA-Lib MCP Server

Provides technical analysis indicators like SMA, EMA, RSI, MACD, Bollinger Bands, and Stochastic through MCP, enabling AI assistants to perform financial market analysis and calculations on price data.

My MCP Server

A customizable Model Context Protocol server built with mcp-framework that enables Claude to access external tools and capabilities through a standardized interface.

Vercel MCP Template

A template for deploying MCP servers on Vercel with example tools for rolling dice and fetching weather data. Provides a starting point for building custom MCP servers with TypeScript.

Biolink MCP Server

An MCP server that provides access to Monarch Initiative's biomedical data through the Biolink API, enabling agents to query biological entities, associations, and knowledge graphs using natural language.

Azure AI Image Editor MCP Server

Enables text-to-image generation and image editing using Azure AI Foundry models. Supports generating high-quality images from text descriptions and modifying existing images through natural language prompts.

kospell

한글 MCP (글자 수 세기, 맞춤법 오류, 로만화) Korean lang mcp

ShowDoc MCP Server

Automatically fetches API documentation from ShowDoc and generates Android code including Entity classes, Repository patterns, and Retrofit interfaces.

Weather Query MCP Server

一个 MCP 服务器实现，允许用户获取并显示指定城市的天气信息，包括温度、湿度、风速和天气描述。

o3-search MCP

An MCP server that enables web search capabilities using OpenAI's o3 model, allowing AI assistants to perform text-based web searches and return AI-powered results.

Mobile MCP

一个提供移动自动化功能的模型上下文协议（MCP）服务器。

Surfline MCP Server

Enables access to comprehensive surf forecasts from Surfline including current conditions, swell analysis, forecaster insights, tides, and timing information for Santa Cruz surf spots. Provides detailed 8-hour forecasts with expert observations through secure Google OAuth authentication.

MCP SQL Server

Enables secure interaction with SQL Server databases through natural language queries in Cursor IDE, with individual user credentials for complete traceability and auditing of all database operations.

ExternalAttacker MCP Server

一个模块化的外部攻击面测绘工具，集成了自动化侦察和漏洞赏金工作流程的工具。

mcp-pymilvus-code-generator

A pimilvus code generating helper with SSE-based MCP support

Execution System MCP Server

Enables AI-native task and project management through natural language conversation with Claude, eliminating app-switching by letting you add actions, manage projects across multiple areas of focus, and maintain a GTD-style execution system directly in chat.

GA4 MCP Server

Enables Claude to retrieve and analyze Google Analytics 4 data through 20+ analysis tools, providing insights on traffic, user behavior, conversions, and engagement metrics in Japanese-formatted output.

Remote MCP Server Authless

A deployable remote MCP server on Cloudflare Workers that enables the use of custom tools without requiring authentication, allowing integration with AI platforms like Claude Desktop and Cloudflare AI Playground.

Risky Business MCP Server

Enables comprehensive cybersecurity vulnerability assessment by searching GitHub repositories for exploits, querying NIST NVD for CVE details, and accessing CISA's Known Exploited Vulnerabilities catalog. Supports complete vulnerability research workflows from threat intelligence gathering to proof-of-concept discovery.

Playwright MCP Server

Enables browser automation and web interaction through structured accessibility snapshots using Playwright. Supports clicking, typing, navigation, form filling, and other web actions without requiring screenshots or vision models.

MCP System Bridge

A server that bridges the Model Context Protocol (MCP) to native OS functionalities, allowing AI assistants to open URLs, manage clipboard content, and retrieve date information.

MCP Apple Reminders

一个模型上下文协议服务器，使 AI 助手能够在 macOS 上与 Apple 提醒事项互动，允许用户通过自然语言查看列表、检索、创建、完成和删除提醒事项。

MCP Server Hero

A professional Python framework and template for building robust Model Context Protocol (MCP) servers with modular architecture, enterprise features like authentication and rate limiting, and comprehensive tooling. Provides easy-to-use APIs for registering tools, resources, and prompts with full type safety and multiple transport support.

UNHCR Population Data MCP Server

提供一个标准化的界面，以便访问联合国难民署 (UNHCR) 的难民统计数据，允许人工智能代理通过原籍国、庇护国和年份来查询数据。

Freqtrade Test Repository

Test repository for MCP server functionality