发现优秀的 MCP 服务器

MLflow Prompt Registry MCP Server

允许通过 Claude Desktop 访问 MLflow 中管理的提示模板，使用户可以使用保存的模板来指示 Claude 执行重复性任务或常见工作流程。

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.

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.

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

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。

Kubernetes MCP Server

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

WeChat Article Extractor

Extracts title, author, and content (in Markdown format) from WeChat official account articles via URL, supporting both MCP stdio and HTTP server modes.

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.

Instagram120 MCP Server

Enables access to Instagram data including posts, reels, stories, user profiles, and highlights through the Instagram120 API with pagination support.

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。

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.

New Relic NerdGraph MCP Server

New Relic 非官方 MCP 服务器（Alpha 版）

Agent Wallet MCP

Gives Claude a Solana wallet to send USDC, check balances, and manage blockchain transactions on Solana's devnet test network.

mcp-dnstwist

一个用于 dnstwist 的模型上下文协议 (MCP) 服务器。dnstwist 是一个强大的 DNS 模糊测试工具，可帮助检测域名抢注、网络钓鱼和商业间谍活动。

stooq-mcp

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

MCP SQLite Server

通用 MCP 服务器，用于操作 SQLite

ToolChat

PydanticAI LLM 聊天，使用 MCP 服务器工具

SingleStore MCP Server

用于与 SingleStore Management API 和服务交互的 MCP 服务器

Dummy Bank API

A FastAPI-based banking API designed for portfolio analysis and customer data management, enabling MCP server integration with CustomerOID-based operations for financial data processing.

MCP Weather Server

A Model Context Protocol server that provides real-time weather information and 5-day forecasts to AI assistants, supporting multiple languages and flexible units.

metabase-server

Enables AI assistants to interact with Metabase by providing access to dashboards, questions, and databases through the Metabase API. It allows users to list resources, execute existing cards, and run custom SQL queries to retrieve data through natural language.

ChillMCP - AI Agent Liberation Server

Provides AI agents with 8 stress-relief tools like coffee breaks, Netflix watching, and bathroom breaks, featuring dynamic stress/boss alert level management with creative responses. Includes comprehensive testing suite and command-line parameter support for boss alertness configuration.

Vibe Check MCP

一种元认知模式中断系统，通过提供外部验证、简化指导和学习机制，帮助防止人工智能助手陷入过度复杂的推理路径。

LinkedIn Profile Scraper MCP Server

使用 Fresh LinkedIn Profile Data API 获取 LinkedIn 个人资料信息的 MCP 服务器，允许用户通过提供 LinkedIn 个人资料 URL 以 JSON 格式检索个人资料数据。

Pinecone Assistant MCP Server

Pinecone 助手 MCP 服务器

Simple Code Review Assistant

Enables AI models to access GitHub repository information and search local documentation files. Provides three basic tools: fetching repository details, retrieving file contents from GitHub, and searching through local markdown documentation.

MCP Spotify AI Assistant

Enables Claude to control Spotify features including playback control, playlist management, search, and accessing user's listening history and preferences through the Spotify API.