Discover Awesome MCP Servers

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

Memos MCP Server

Enables AI agents to interact with Memos instances for personal note-taking and knowledge management. Supports creating, searching, updating, and organizing memos with tags, dates, and visibility settings through natural language.

mcp-optimizer

mcp-optimizer

MCP_Server

用于LLM集成的MCP服务器 (Yòng yú LLM jíchéng de MCP fúwùqì) Alternatively, depending on the context, you might also say: 用于LLM集成的MCP服务器流程 (Yòng yú LLM jíchéng de MCP fúwùqì liúchéng) - MCP Server for LLM Integration Process (Workflow) Here's a breakdown: * **用于 (Yòng yú):** For / Used for * **LLM 集成 (LLM jíchéng):** LLM Integration * **的 (de):** Possessive particle (of) * **MCP 服务器 (MCP fúwùqì):** MCP Server * **流程 (liúchéng):** Process (Workflow) - optional, depending on if you want to emphasize the process aspect.

Google Sheets MCP Server by CData

Google Sheets MCP Server by CData

Remote MCP Server

A Cloudflare Workers-based server implementing the Model Context Protocol that enables AI assistants like Claude to securely access external tools through OAuth authentication.

Whodis MCP Server

A Model Context Protocol server that enables AI assistants to check domain name availability using WHOIS lookups.

Dumpling AI MCP Server

镜子 (jìng zi)

Shipping Service MCP Server

Provides a Model Context Protocol server for managing shipping orders and address book functionality with support for connecting to real shipping services via HTTP API.

URL Fetcher MCP Server

Enables AI assistants to fetch and analyze web content from URLs through MCP protocol. Supports batch processing, content extraction, summarization, and metadata extraction with intelligent filtering of ads and navigation elements.

Indigo MCP Server Plugin

A Model Context Protocol server that enables AI assistants like Claude to interact with Indigo home automation systems through natural language queries for searching and controlling devices, variables, and actions.

Better Playwright MCP

A client-server browser automation solution that reduces HTML token usage by up to 90% through semantic snapshots, enabling complex web interactions without exhausting AI context windows.

Context7 MCP Server

Provides access to the Context7 API for searching up-to-date documentation, code examples, API references, and troubleshooting help across thousands of programming libraries and frameworks. Enables developers and AI agents to quickly find accurate documentation, compare libraries, get migration guides, and resolve coding issues.

DataJud MCP TJMA

A server that integrates with the CNJ DataJud API for the Maranhão Court of Justice (TJMA), enabling automated access to case data for queries, analysis, and AI-based predictions to optimize judicial activities.

GitHub MCP Tool Manager

A web application for securely managing GitHub tokens and providing centralized access to various development tools integrated with GitHub accounts.

MCP Server Example

一个模型上下文协议（Model Context Protocol，MCP）服务器的教育性实现，演示了如何构建一个功能性的 MCP 服务器，以便与各种 LLM 客户端（如 Claude Desktop）集成。