发现优秀的 MCP 服务器

Outsource MCP

An MCP server that enables AI applications to access 20+ model providers (including OpenAI, Anthropic, Google) through a unified interface for text and image generation.

Figma MCP Tool

Enables interaction with Figma designs through the Figma API, allowing users to export images in multiple formats, extract style data and CSS, analyze design elements, and retrieve SVG code from Figma files. Supports batch operations and comprehensive design element analysis including images, vectors, and components.

ArXiv Research Assistant

Enables researchers to search ArXiv papers, extract key insights (problems, methods, results) from abstracts, and perform ML-powered analysis including topic modeling, trend visualization, and author collaboration networks.

pure.md MCP Server

Enables AI assistants to reliably fetch web content as markdown and search the web by bypassing bot detection and rendering JavaScript. Provides tools to unblock URLs and search the web with results converted to markdown format.

Music and Madness Sync Bridge

Enables synchronization and management of FoundryVTT journal entries within a Notion Story Bible, including media export and conflict resolution tools. It provides a Model Context Protocol interface for LLMs to preview, apply, and monitor data mirroring between tabletop RPG platforms and digital databases.

MCP Access OAuth Server

A Cloudflare Workers-based MCP server that enables secure remote connections using built-in OAuth authentication via Cloudflare Access. It provides identity-based access control for MCP tools and supports persistent state management through Durable Objects and SSE.

Roku MCP Server

Enables AI agents to develop, test, and certify Roku applications by providing direct control over device functions like app deployment, remote input, and SceneGraph inspection. It supports automated workflows including real-time log collection, media monitoring, and certification verification.

Gallabox MCP Server

一个用于 Gallabox WhatsApp API 的模型上下文协议 (MCP) 服务器实现。 该服务器充当 MCP 客户端和 Gallabox API 之间的中间件，为发送 WhatsApp 消息提供一个标准化的接口。

MCPExec

MCP 服务器执行本地 CLI 命令

SousChef

Enables comprehensive Chef-to-Ansible migration for enterprise infrastructure with 34 tools across cookbook analysis, resource conversion, InSpec integration, secrets management, and AWX/AAP deployment configuration.

MCP Vector Sync

一个多租户服务，可以自动监控 Supabase 数据库的更改，生成 OpenAI 嵌入，并为每个租户的项目维护同步的向量搜索功能。

Weather MCP Server

Provides real-time weather updates and city geocoding by integrating the Nominatim and Open-Meteo APIs. It enables users to retrieve current weather conditions for any location through natural language queries in MCP-compatible clients.

MCP CLI Wrapper

Wraps any CLI tool and exposes its subcommands as MCP tools with typed parameters, supporting both config-driven mode for structured commands and fallback mode for raw CLI execution.

Hi-AI

A simple AI development tool that helps users interact with AI through natural language commands, offering 29 tools across thinking, memory, browser, code quality, planning, and time management capabilities.

Tushare_MCP

A Model Context Protocol server that provides intelligent stock data assistance through Tushare's financial data API, enabling users to query comprehensive stock information, financial data, and market indices through natural language.

Coreflux MCP Server

将 Claude 和其他 MCP 兼容的 AI 助手连接到 Coreflux MQTT 代理，使它们能够通过自然语言发现和执行 Coreflux 命令，从而管理模型、动作、规则和路由。

Linux MCP Server

An MCP server for read-only Linux system administration and diagnostics on RHEL-based systems via SSH. It enables users to troubleshoot remote hosts by accessing system information, services, logs, and network configurations through natural language.

ethereum-tools

一个全面的工具包，用于在 Claude AI 中进行以太坊区块链分析，支持合约审计、钱包分析、盈利能力追踪和链上数据检索。

MCP Server Playground

镜子 (jìng zi)

Remote MCP Server with GitHub OAuth

A Cloudflare Workers-deployed MCP server that provides secure remote access to MCP tools through GitHub OAuth authentication. Includes example tools for basic math operations, user info retrieval, and image generation with configurable user access controls.

API-Market MCP Server

一个模型上下文协议（Model Context Protocol，MCP）服务器，它将API.market上的200多个API作为MCP资源公开，从而允许大型语言模型通过自然语言命令发现并与各种API进行交互。

Redfish MCP Server

Enables interaction with Redfish-compliant BMC devices for server management, firmware updates, and hardware monitoring through session-based authentication and standardized API endpoints.

Firebase Realtime Database

Firebase Realtime Database

Strudel MCP Server

Enables AI assistants to work with Strudel live coding patterns for music creation, including parsing mini notation, generating rhythmic patterns, accessing music theory (scales/chords), and applying pattern transformations.

GitLab MCP Server

Enables monitoring of GitLab CI/CD pipelines and job statuses through automatic project detection and intelligent polling. It provides reliable API integration for checking build progress directly within AI-powered development environments.

Airbnb MCP Server

启用搜索爱彼迎房源，并检索详细住宿信息，提供直接链接至爱彼迎页面。

General MCP Server

A comprehensive Model Context Protocol server that enables AI assistants to search and retrieve content from Reddit, YouTube, and Twitter through simple API calls.

Cal Server

一个数学表达式计算器，可以处理用户输入的表达式并返回计算结果，支持基本运算和内置常量，如 PI 和 E。

ChurnFlow MCP Server

An ADHD-friendly productivity system that uses AI to provide frictionless capture of tasks and ideas through natural language input, with automatic context detection and intelligent routing to appropriate project trackers. Eliminates cognitive overhead by working with ADHD thinking patterns rather than against them.