发现优秀的 MCP 服务器

Ultimate Android MCP

Enables LLMs to control and manage Android devices via ADB, including app installation, UI interaction, and device monitoring.

mcp-playwright

一个模型上下文协议（Model Context Protocol）服务器，它使用 Playwright 提供浏览器自动化功能。该服务器使大型语言模型（LLMs）能够与网页交互、截取屏幕截图，并在真实的浏览器环境中执行 JavaScript。

Barrier-Free Mobility MCP

This MCP server provides accessibility risk assessment for Seoul subway trips, considering wheelchair, stroller, and other mobility constraints. It offers tools to check station facilities, elevator status, and calculates risk scores for routes based on a deterministic engine.

mcp-bookmark-server

Enables AI assistants to save and search bookmarks using OpenAI's RAG capabilities for intelligent bookmark management and retrieval.

Digital Asset Links API MCP Server

An MCP server that enables querying and managing relationships between websites and mobile apps through Google's Digital Asset Links API, auto-generated using AG2's MCP builder.

ElevenLabs MCP Server

一个官方的“模型上下文协议”（MCP）服务器，它使AI客户端能够与ElevenLabs的文本转语音和音频处理API进行交互，从而实现语音生成、声音克隆、音频转录和其他与音频相关的任务。

Nextcloud Cookbook MCP Server

Integrates with the Nextcloud Cookbook app API to enable AI assistants to manage recipes, categories, and keywords. It supports listing, searching, creating, and importing recipes from URLs via a standardized Model Context Protocol interface.

Canadian Building Code MCP Server

Enables users to search and navigate over 22,500 indexed sections across 16 Canadian building codes and user guides. It supports keyword searches, hierarchy navigation, and optional full-text extraction from user-provided PDF documents.

GitHub Trending MCP

Enables natural language queries to search GitHub for trending repositories by topic, summarize project READMEs, and compare multiple repos to uncover ecosystem patterns.

math-mcp-learning-server

Educational MCP server with 17 tools for mathematical calculations, matrix operations, statistical analysis, and data visualization. Includes persistent workspace, cloud hosting, and safety features like restricted eval.

datacenter-mcp-server

Provides professional-grade data center engineering calculations including cooling, power, GPU thermal optimization, UPS/battery sizing, tier classification, and commissioning workflows, compliant with ASHRAE and Uptime Institute standards.

hazmat-cfr-mcp

Enables AI agents to look up and validate hazardous materials shipping descriptions using public 49 CFR citations, providing structured JSON with proper shipping names, hazard classes, labels, and regulatory references.

Napkin

A shared whiteboard for you and your AI agent I wanted my AI agent and me to be able to point at the same thing. Any MCP-capable agent can read the canvas, draw on it, drop thought bubbles, animate elements, and react when you sketch something.

osm-mcp

Provides read-only query tools over OpenStreetMap data in PostGIS, enabling natural language queries for features, categories, and spatial analysis.

dev-env-mcp

A local MCP server that provides a safe, structured way to manage Python environments inside a project workspace, including virtual environment creation, restricted pip operations, and dependency freezing.

FastMCP Beginner MCP Servers

A beginner-friendly collection of MCP server implementations demonstrating calculator tools, web APIs with SSE transport, and RSS feed integration for AI agents. Includes examples using stdio and HTTP transports with validation via MCP Inspector.

mcp-mysql-server

这个服务器通过一个标准化的接口，使人工智能模型能够与 MySQL 数据库进行交互。

chimeraforge

LLM deployment planner: given a model and a GPU, answers will it fit, will it hit your SLO, and what will it cost. Sizes VRAM and KV-cache from the model's real architecture, and labels every number measured, estimated, or unknown.

ntropy-mcp

Enables enriching banking data using the Ntropy API, with tools to create account holders and enrich transactions.

arcgis-honolulu

Enables searching, querying, and inspecting Honolulu GIS open geospatial datasets (parcels, addresses, zoning, etc.) through ArcGIS Feature Services.

Notes MCP Server

A learning-oriented MCP server for managing notes, providing tools to create, list, get, update, delete, and search notes, along with resources and prompt templates.

Google Maps Reviews MCP

Enables fetching Google Maps reviews and place info without authentication by using a mobile user-agent with Playwright.

OpenClaw Docs MCP

Enables hybrid semantic and full-text search over OpenClaw documentation, with tools for chunk navigation, page outlines, and index statistics.

Lockstep Core

An MCP server that gives AI coding assistants persistent memory across sessions with chain-based project tracking, tickets, and structured handoffs.

Superstore MCP Server

Enables interaction with Real Canadian Superstore to extract order history, browse products, and export purchase data. Supports authentication via bearer token and provides comprehensive order management and product discovery capabilities.

YouTube Analytics MCP Server by CData

This read-only MCP Server allows you to connect to YouTube Analytics data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

NetCDF Explorer MCP Server

Enables exploration and analysis of NetCDF scientific data files through intuitive APIs. Supports file discovery, metadata inspection, data extraction with slicing, smart sampling for large datasets, and time series analysis.

webgrab-mcp

MCP server for web content downloading supporting videos, articles, danmaku, comments, and copy protection bypass across 1700+ sites.

custom-atlassian-mcp

A self-hosted MCP server that exposes Jira and Confluence Cloud to MCP clients, enabling issue tracking, search, creation, and Confluence page management via natural language.