发现优秀的 MCP 服务器

MCP Swagger Server

Automatically generates MCP servers from OpenAPI/Swagger specifications, enabling users to interact with any REST API through natural language with flexible endpoint filtering and authentication support.

Python Simple MCP Weather Server

A tutorial-based MCP server that fetches real-time weather data from the OpenWeatherMap API for specified locations. It serves as a practical example for implementing the Model Context Protocol using Python and the FastMCP library.

cryptopanic-mcp-server

Provides AI agents with real-time cryptocurrency news and media updates sourced from CryptoPanic. It allows users to fetch multiple pages of content to track market sentiment and the latest developments in the crypto space.

MCP Server Boilerplate

这是一个 Model Context Protocol (MCP) 服务器的简单样板实现。

Stocks MCP Server

Provides real-time access to financial market data including stock quotes, company information, cryptocurrency exchange rates, historical options chains, and time series data through the Alpha Vantage API.

safe-docx

Editing of existing Word (.docx) files with formatting preservation. Supports comments, footnotes, and document comparison.

X(Twitter) V2 MCP Server

一个 MCP 服务器实现，提供用于与 [Twitter/X API v2] 交互的工具。

CreateOS MCP

Deploy full-stack apps from AI. 75+ tools: GitHub/Docker deploy, databases, environments, security, billing.

OpenWeatherMap MCP Server

Provides weather data integration using the OpenWeatherMap API, enabling users to fetch current weather conditions, hourly and daily forecasts, weather alerts, and geocoding services for any location worldwide.

MCP-Maestro

Connects AI assistants to the Maestro research framework to orchestrate multi-agent research missions, including planning, research, and writing phases. It enables users to launch research tasks, track real-time progress, and retrieve comprehensive structured reports and notes.

SymPy Sandbox MCP

A secure mathematical computation sandbox that enables LLMs to perform symbolic math operations like algebra, calculus, and equation solving via SymPy. It features low-latency execution through pre-warmed process pools and provides standardized JSON outputs for reliable agent integration.

Latitude MCP Server

Enables AI-native prompt management for Latitude.so with full CRUD operations, version control, file-based workflows, and direct prompt execution with streaming support.

SolanaOracle

12 MCP tools for DeFi risk & compliance on Solana

exia-scenario-generator MCP Server

Generates 'Kotonoha Sisters Explainer' style scenarios for the exia novel game engine and displays them in a separate window.

AiSpire

针对 Vectric Aspire/V-Carve 的 MCP 服务器和插件

Korea Weather MCP Server

使用韩国气象厅 (KWS) 的 MCP 服务器

VibeShift

An automated security engineer that integrates with AI coding assistants to perform vulnerability scanning, static analysis, and AI-driven remediation. It also provides tools for recording and executing self-healing web tests using Playwright, including visual regression and test discovery.

cloudinary-mcp-server

一个模型上下文协议服务器，它将 Cloudinary 上传和管理 API 方法作为 AI 助手的工具公开。 此集成允许 AI 系统触发并与您的 Cloudinary 云进行交互。

MCP Local File Reader

一个模型上下文协议 (MCP) 服务器，它允许 AI 模型安全地访问和交互本地文件系统，从而能够读取文件内容、列出目录以及检索文件元数据。

Onyx Documentation MCP Server

Provides AI systems with access to Onyx programming language documentation through web crawling and intelligent search capabilities.

MCP Google Analytics 4 Server

A comprehensive integration for Google Analytics 4 providing 54 tools for advanced reporting, configuration management, and compliance. It enables AI platforms to interact with GA4 data, manage properties, and automate business intelligence through the Model Context Protocol.

Oracle MCP Server

A Model Context Protocol server that provides contextual Oracle database schema information, enabling AI assistants to understand and work with large databases containing thousands of tables.

YouTube Transcript DL MCP Server

A comprehensive MCP server for extracting YouTube video transcripts with support for multiple transports, languages, and output formats.

Databricks MCP Server

A server that provides tools to interact with Databricks for cluster, job, notebook, DBFS, and SQL management through natural language interfaces like Claude-Desktop and Cursor.

Kick MCP Server

一个高性能的模型上下文协议服务器实现，它为第三方应用程序提供了一个标准化的接口，以便与 Kick 直播平台 API 集成。

BLS MCP Server

Enables access to Bureau of Labor Statistics (BLS) economic data including Consumer Price Index, employment statistics, and other labor market indicators. Supports fetching data series, listing available datasets, and retrieving metadata through natural language queries.

MCP Docs Server

Makes local markdown documentation files automatically available to AI assistants through MCP, enabling them to search and read organized documentation folders without manual file registration.

Gemini MCP Server

实现模型上下文协议 (MCP) 服务器，使 Claude Desktop 能够与 Google 的 Gemini AI 模型交互。