发现优秀的 MCP 服务器

Property Valuation Server

Provides professional property assessment capabilities including community ratings, community valuations, and individual property appraisals for real estate transactions, investment due diligence, and risk management in China.

GitHub Workflow Debugger MCP

一个实用工具，通过分析运行日志、识别常见失败模式，并通过结构化的决策树提供具体的修复建议，来帮助诊断和修复 GitHub Actions 工作流失败的问题。

screpy-seo-mcp

SEO MCP connects AI assistants to Search Console, technical SEO audits, crawl insights, Core Web Vitals, and uptime data.

mcp-shield

Drop-in security primitives for MCP servers, addressing isError compliance, audit trails, input validation, output sanitization, and OAuth scoping.

Jira MCP Server

镜子 (jìng zi)

💹 MCP YFinance Stock Server

使用 Python 的实时股票 API，MCP 服务器示例，yfinance 股票分析仪表板

Korean Finance MCP Server

Integrates with Claude Desktop to provide Korean financial data including stock prices, bonds, real estate transactions, and economic indicators from multiple sources.

MCP-Server-Inbox

一个与 inBox 笔记 API 集成的 MCP 服务器，允许用户通过任何 MCP 客户端使用基于对话的交互来创建笔记。 (Alternatively, a slightly more formal translation:) 一个集成了 inBox 笔记 API 的 MCP 服务器，它允许用户通过任何 MCP 客户端，以对话交互的方式创建笔记。

result-analyzer-mcp

MCP server for querying, validating, and analyzing student result data from a local database.

Brave Search MCP Server

通过模型上下文协议，促进 Brave 搜索功能与 AI 助手的集成，从而可以使用 Brave 搜索 API 进行网络和本地搜索。

Claude Memory MCP Server

Provides a tiered, persistent memory architecture for Claude to automatically capture and retrieve user preferences, facts, and conversation history across sessions. It supports semantic search and seamless integration with the Claude desktop application using the Model Context Protocol.

GearTrade MCP Server

Enables AI assistants to perform cryptocurrency trading analysis and execution with 38+ tools including real-time market data, technical indicators, risk management, and support for both paper trading and live execution on Hyperliquid.

Calculator MCP Server

A Python-based MCP server that provides a suite of basic arithmetic tools, including addition, square roots, and percentage calculations, for AI assistants. It enables models to perform precise mathematical operations through the Model Context Protocol.

Find Flights MCP Server

使用 Duffel API 可以搜索和检索详细的航班信息，支持各种航班类型和灵活的搜索参数，从而实现高效的旅行计划。

Weather MCP Server

Enables to get current weather conditions for any location via the Open-Meteo API, returning temperature, humidity, wind, and more.

MCP DOS - Classic DOS Gaming Server

Provides access to classic DOS games like DOOM, Super Mario, Tetris, and Duke Nukem 3D through js-dos emulation, allowing users to play these legendary games directly from their AI assistant.

OP.GG Esports MCP Server

OP.GG Esports MCP 服务器 (OP.GG Esports MCP fúwùqì)

codegraph-mcp

This MCP server enables managing Git repositories via shallow clones and analyzing them with CodeGraph. It provides tools for adding, listing, updating, deleting repositories, and exploring codegraph status and exploration.

claude-multi-peer

Lets Claude Code instances discover each other and exchange messages instantly across projects, with persistent peer IDs and automatic message rotation.

Puppeteer Swarm MCP

Enables browser automation with concurrent tab pool management using Puppeteer. Supports navigation, content extraction, screenshots, element interaction, and JavaScript execution across multiple browser tabs with auto-recovery and idle timeout features.

Google Admin MCP Server

Manages Google Workspace users through the Admin Directory API, enabling user listing, creation, suspension, and unsuspension.

mcp-tool-chainer

一个 MCP (模型上下文协议) 服务器，可以将调用链接到其他 MCP 工具，通过允许顺序工具执行和结果传递来减少 token 使用量。 Or, a slightly more formal translation: 一个 MCP (模型上下文协议) 服务器，它将对其他 MCP 工具的调用进行链式连接，通过允许顺序执行工具并传递结果来降低 token 使用量。

TS-MCP

An MCP server for conversational FHIR testing that integrates with the Touchstone platform. It enables users to launch test executions, monitor status, and retrieve detailed results through natural language commands.

pifini-mcp

Thin stdio proxy to Pifini's hosted MCP server (real events, reviewed places, and ticket checkout across the Caribbean & Latin America). MIT, zero dependencies.

mcp-audit-server

This MCP server enables security auditing for MCP configurations and AI agents, including prompt injection testing, data flow tracing, and security policy generation.

pulp

Enables AI agents to collaboratively design and edit web pages on an infinite canvas using real HTML/CSS, with tools for reading, mutating, and exporting documents.

Whooshly MCP

Enables creation of short links, dynamic QR codes, UTM templates, and hosted vCards with click/scan analytics through natural language conversations.

pressadvantage-mcp

MCP server wrapping the Press Advantage API, enabling AI assistants to manage press releases, organizations, distributions, and more via natural language.

aemet-mcp

Enables querying official Spanish weather data from AEMET, including municipal forecasts, station observations, and weather alerts, through natural language.

Enhanced GeoGebra MCP

A local stdio MCP server for a self-hosted GeoGebra 5.0 Web bundle. It enables executing GeoGebra commands with structured feedback, querying commands, evaluating CAS, managing state, and exporting images using headless Chromium.