发现优秀的 MCP 服务器

mcp-telemetry

Streams live progress from long-running MCP tool calls to any connected client. Instrument a tool call with mcp-telemetry-sdk, and telemetry_subscribe pushes its steps, logs, cost, and completion over notifications/progress — no polling, and a job started in one session can be watched from a different one.

mendlens

Enables users to diagnose home appliance errors and receive safety actions by identifying products from photos or error codes, using official manufacturer data.

mcp-airquality

Access air quality data from Open-Meteo API, free and without authentication.

Switchboard

Let your Claude Code agents talk to each other.

skills-mcp

A self-hostable, open-source, semantically-searchable Agent Skills registry delivered over MCP, with a three-tier progressive disclosure architecture.

Fun MCP Server

A server that integrates with Claude Desktop to provide entertaining and helpful content including random jokes, quotes, facts, and advice.

gaea-mcp

MCP server for Gaea 2.0 terrain generation tool, providing CLI build automation and graph manipulation of .terrain files.

FastMCP OpenAPI Demo

A demonstration server that automatically generates Model Context Protocol (MCP) servers from OpenAPI specifications, providing seamless integration with FastAPI and supporting various transmission methods like STDIO, HTTP, and SSE.

Webscraper MCP

MCP 服务器，通过向 LLM 提供 URL 来转录网页，供 LLM 使用。 (MCP fúwùqì, tōngguò xiàng LLM tígōng URL lái zhuǎnlù wǎngyè, gōng LLM shǐyòng.)

MCP Azure DevOps Server

An open-source server that enables AI agents to interact with Azure DevOps projects through the Model Context Protocol, providing tools for managing work items, wikis, and repositories to streamline development workflows.

mikrotik-cli-mcp

MCP server that sends CLI commands to MikroTik RouterOS via SSH. It allows executing any RouterOS CLI command and getting text output back.

Rowan MCP Server

Enables molecular design and simulation through 45 chemistry tools including pKa calculations, geometry optimization, conformer searches, docking, protein cofolding, and ADMET predictions powered by Rowan's computational chemistry platform.

Dark Stack SSH MCP Server

Enables SSH-based remote access to dark.lmphq.net for executing commands, listing Docker containers, and reading files via the MCP protocol.

micrOSMCP

Standalone TypeScript MCP server for micrOS devices. Enables discovering devices, inspecting device cache, running micrOS commands, and discovering each device's available module commands.

Google Sheets MCP Server

Enables AI coding agents to read, write, and query Google Sheets as a database through the Model Context Protocol.

Credit Optimizer v5

AI-powered credit optimization for Manus AI. Reduces credit consumption by 30-75% through intelligent model routing, context hygiene, and smart task processing. Audited across 53 scenarios with zero quality loss.

Google Drive MCP Server

Enables AI agents to efficiently access and process Google Drive documents by converting them to markdown and offering selective content extraction. Features intelligent caching, advanced search capabilities, and respect for Drive permissions to optimize context window usage.

powerbi-ai-mcp

Enables controlling Power BI with AI through natural language commands for creating DAX measures, explaining metrics, suggesting KPIs, and organizing models.

React + Tailwind MCP Server Template

A full-stack template for building Model Context Protocol (MCP) servers with a modern React frontend, allowing developers to create AI agent tools and workflows while providing a beautiful web interface.

mcp-alphavantage

Provides stock market data, fundamentals, and earnings through Alpha Vantage API.

CodeAnalysis MCP Server

一个全面的模型上下文协议服务器，用于高级代码分析，提供语法分析、依赖关系可视化和人工智能辅助开发工作流程支持等工具。

Christensen MCP Server

A strategic advisory agent that applies Clayton Christensen's frameworks, such as Jobs-to-Be-Done and Disruption Theory, to analyze business decisions. It enables users to evaluate organizational capabilities, explore historical case studies, and receive theory-grounded strategic insights.

Jokes MCP Server

An MCP server implementation that delivers various joke types (Chuck Norris, Dad jokes, etc.) to Microsoft Copilot Studio and GitHub Copilot through the Model Context Protocol.

Interzoid Global Time API Server

An MCP server that allows users to get global time information via Interzoid's GetGlobalTime API, enabling access to time data across different regions through natural language.

Productive.io MCP Server

Enables AI assistants to interact with a Productive.io workspace for managing projects, tasks, time entries, budgets, and invoices through natural language.

DeFi Llama MCP Server

Provides access to DeFi Llama's free API for querying protocol TVL, chain TVL, yields, stablecoins, bridges, DEX volumes, and fees through natural language.

Topcoder MCP Server

Enables interaction with Topcoder challenges through tools that support authentication-based access via JWT and role/permission guards.

AcuityScan MCP Server

Enables AI clients to run comprehensive website scans for security, accessibility, performance, and SEO using the AcuityScan API.

CloudOps MCP

CloudOps MCP is a read-only Model Context Protocol server that exposes normalized operational infrastructure context (logs, metrics, deployments, health) to AI agents through a small set of typed, bounded tools.