发现优秀的 MCP 服务器

MCP Advisor

A discovery and recommendation service that helps AI assistants find Model Context Protocol servers based on natural language queries.

Retable MCP Server

Connects AI agents like Claude, Cursor, and Windsurf to Retable for seamless AI-assisted data management. Enables AI agents to manage and interact with Retable workspaces, tables, and data through natural language.

Sentry MCP Server

Enables interaction with Sentry's error tracking platform to fetch and manage issue details, events, and project information through the Sentry API.

Spreadsheet MCP Server

Enables AI assistants to read, write, and format Google Spreadsheets through the Model Context Protocol. It supports comprehensive operations including data retrieval, sheet creation, and cell formatting using natural language commands.

Dataproc MCP Server

Enables AI assistants to manage Google Cloud Dataproc clusters and jobs through a standardized interface. Supports cluster creation/deletion, job submission (Spark, PySpark, Hive, etc.), and serverless batch operations.

Medicaid MCP Server

Provides access to Medicaid public data including drug pricing (NADAC), state enrollment trends, federal upper limits, drug rebate information, and utilization statistics through a hybrid CSV caching and DKAN API approach.

Sidearm MCP Server

Enables AI agents to protect media from AI training and detect AI-generated content using the Sidearm REST API. It provides tools for running protection algorithms, identifying copyright infringement, and managing digital media assets.

MCP Server for Bun and Elysia

用于 Bun 和 Elysia 的模型上下文协议 (MCP) 服务器

Memstate MCP

Provides versioned, structured memory for AI agents, allowing them to store facts, detect conflicts, and track knowledge history via a hosted SaaS platform. It enables efficient hierarchical information retrieval and semantic search while keeping token usage constant as memory scales.

Unity MCP Server

一个协议服务器，连接人工智能助手和Unity项目，使它们能够通过专门的工具分析代码、解析场景、生成脚本以及执行其他Unity操作。

PetSmart MCP Server

Enables AI assistants to search for pet products, manage shopping carts, and book grooming or training services directly through PetSmart's website. It also facilitates finding nearby store locations and accessing detailed product specifications.

boot-mcp

一个使用 TypeScript 构建模型上下文协议 (MCP) 应用程序的启动模板

Vimeo MCP Server

Provides a Multi-Agent Conversation Protocol server for interfacing with the Vimeo API, allowing agents to interact with Vimeo's video platform services through natural language.

airtable-mcp-server

一个模型上下文协议服务器，提供对 Airtable 数据库的读写访问权限。该服务器使大型语言模型 (LLM) 能够检查数据库模式，然后读取和写入记录。

Apple Dev MCP Server

Provides AI assistants with access to Apple's Human Interface Guidelines and technical API documentation across all Apple platforms (iOS, macOS, watchOS, tvOS, visionOS), enabling unified search of design principles and implementation details.

VSCode Automation MCP

Enables AI agents to programmatically control and automate VSCode by interacting with its UI, executing commands, and inspecting the DOM structure. It supports advanced workflows like UI testing, extension development, and debugging through a standalone VSCode instance.

A VMware ESXi/vCenter management server

一个基于 MCP (机器控制协议) 的 VMware ESXi/vCenter 管理服务器，提供用于虚拟机管理的简单 REST API 接口。

n8n Management MCP Server

Connects AI assistants to your n8n instance to manage workflows, executions, credentials, and user settings through 31 specialized tools. It enables users to perform n8n operations like workflow creation, activation, and execution history retrieval via natural language.

Microsoft MCP

A powerful MCP server that enables AI assistants to interact with Microsoft Graph API for managing Outlook emails, Calendar events, OneDrive files, and Contacts through natural language commands.

CodeKarma MCP Server

Provides production insights and code analysis by leveraging Nexus instrumentation data to identify CPU-intensive methods and visualize execution flow trees. It enables developers to make data-driven decisions through real-time performance metrics and automated service discovery from Java class names.

Components Build MCP

Provides AI assistants with tools to grade, generate, and validate UI components against the components.build specification. Supports searching documentation, checking compliance, and generating framework-agnostic accessible components.

stooq-mcp

A Model Context Protocol (MCP) server written in Rust that fetches stock price data from stooq.com.

GuildBridge

A remote MCP server deployed on Cloudflare Workers that provides AI agents with authenticated, permission-aware access to Discord servers. It enables agents to read, search, and post messages while maintaining secure Role-Based Access Control via OAuth2.

Kubernetes MCP Server

Kubernetes 的 MCP 服务器 (Kubernetes 的 MCP 伺服器)

Figma MCP Server

一个服务器实现，可以通过模型上下文协议 (MCP) 与 Figma API 交互，支持使用 WebSocket 通信功能的插件和小部件开发。

MarkdownLM MCP Server

Provides a persistent memory and governance layer that allows AI coding agents to query documented architecture rules and validate code against team standards. It enables agents to verify compliance across categories like security and testing before suggesting changes to ensure consistency across development sessions.

New Relic NerdGraph MCP Server

New Relic 非官方 MCP 服务器（Alpha 版）