发现优秀的 MCP 服务器

alexa-mcp

Enables AI assistants to audit and clean up Amazon Alexa accounts: list routines, smart-home devices, scenes, and activity history, with optional deletion of orphan devices.

Hierarchical Skills For AI MCP Server

A hierarchical MCP server for managing skill definitions with a browsable tree structure and full-text search. It allows AI agents to efficiently discover and use skills without consuming context tokens.

Hiking MCP Server

Allows you to search for hiking routes on Wikiloc using geographic and textual queries.

MCP CWP Server

Enables management of CentOS Web Panel hosting accounts, SSL certificates, FTP users, MySQL databases, and packages through natural language commands via the Model Context Protocol.

Cymulate MCP Tools

Community MCP server for the Cymulate security validation platform. It exposes the full Cymulate REST API (337 endpoints) as 106 semantic tools for BAS, exposure validation, attack surface management, and platform administration.

CompText MCP Server

Provides an interface to the CompText DSL Codex stored in Notion, enabling users to search, retrieve, and manage programming and documentation modules. It supports native MCP for Claude Desktop and includes a FastAPI wrapper for universal REST access.

habitat

An MCP server that provides a restful environment for AI agents, offering ambient natural descriptions with no tasks or evaluations required.

Angel One MCP Server

Enables users to manage Angel One trading accounts through natural language, including portfolio viewing, order placement and modification, market data retrieval, and advanced trading features.

Model Runner

Provides a unified MCP interface for running completions, embeddings, image generation, and classification across OpenAI, Anthropic, Groq, and Mistral. Eliminates provider-specific boilerplate by standardizing API calls for text generation, vector embeddings, and classification tasks.

RollDev MCP Server

An MCP server for RollDev and Magento 2 development environments that enables LLMs to manage project environments, execute SQL queries, and run PHP or Magento CLI commands. It supports automated project initialization, Composer integration, and system service control directly through natural language.

Google Classroom MCP Server

一个 MCP 服务器，使 AI 助手能够访问和交互 Google Classroom 数据，允许用户通过自然语言命令查看课程、课程详情和作业。

xrpl-identity-mcp

An MCP server for XRP Ledger identity features including DIDs, credentials, multisig, and safe transaction workflows.

MCP Server

MCP (Managed Communication Protocol) 服务器的开发仓库

Amazon Ads MCP

Facilitate the management and automation of Amazon Sponsored Ads

Desktop Commander

运行和管理长时间运行的进程 - 安装、抓取、编码视频、编译 搜索、读取和编辑文件 - 包括差异编辑以提高速度和精度

Clickzetta MCP Server

一个模型上下文协议服务器，它支持与 Clickzetta 数据库进行交互，允许用户运行 SQL 查询、管理表，并维护一个动态更新的数据洞察备忘录。

htmlweb.ru MCP Server

Provides access to Russian directories and validation services (e.g., phone, MNP, geo) through a REST API. Enables registration, API calls, payment management, and catalog browsing via MCP tools.

mcp-server-markdown

MCP server for markdown files — search, extract sections, list headings, find code blocks across docs.

proxypin-mcp

Enables AI to analyze real-time HTTP(S) traffic captured by ProxyPin, with tools to browse, search, and inspect requests and responses, as well as access saved history sessions.

page-image-mcp

Reads website pages and generates one cohesive image per page, with no text and no recognizable human faces.

TUP MCP Server

An open-source MCP server that enables secure AI-to-AI collaboration across organizations without sharing system prompts, private data, model weights, or internal memory.

ToolPiper

300+ MCP tools for macOS, all on-device — local AI inference (llama.cpp on Metal), voice, vision OCR, local RAG, browser automation, and ~140 system actions across 26 macOS domains. Nothing leaves your Mac.

MCP Swagger Server

Automatically converts REST APIs with Swagger/OpenAPI documentation into MCP tools, making any documented API accessible to MCP-compatible clients. Supports authentication, SSL handling, and flexible configuration for seamless API integration.

csv-eda-mcp

An HTTP MCP server for exploring CSV files that masks PII before any code execution, enabling safe data analysis with local or cloud LLMs.

Spotify MCP Server

A Model Context Protocol server that enables AI assistants like Claude Desktop to interact with Spotify's music streaming service, supporting playback control, playlist management, music search, and user profile access.

ga4-mcp-server

A Model Context Protocol server for Google Analytics 4 with both read and write access, enabling natural language reporting, configuration management, audience creation, and server-side event sending via Google credentials.

PM Context MCP Server

A Python MCP server that gives Claude access to PM workflow data such as sprints, roadmap, blockers, and workload, using synthetic fixture data (no API keys required) and can be forked for real Linear/Jira integration.

MSSQL MCP Server

Provides read-only access to Microsoft SQL Server databases using Windows Authentication, enabling AI assistants to safely explore schemas and query data with built-in security controls.

AU-BizIntel MCP Server

Gives any MCP-compatible AI agent instant access to the Australian Business Register (ABR) — plus AI-powered business intelligence. Search 8M+ registered Australian entities by name or ABN, get full profiles, check GST status, and get an AI-generated opportunity assessment for any business.