发现优秀的 MCP 服务器

Coffee Company MCP Server

An MCP adapter that maps Coffee Company B2B HTTP APIs to MCP tools, allowing AI agents to query member information, benefits, coupons, and payment statuses. It enables seamless integration for AI assistants to manage coffee-related customer assets and loyalty details through natural language.

plsreadme

MCP server for sharing markdown/text as beautiful, permanent web pages via plsreadme, with tools to share files/text, update and delete docs, and list previously shared links.

Xero MCP Server

一个模型上下文协议（Model Context Protocol，MCP）服务器实现，提供对Xero会计和业务功能的标准化访问，从而可以通过MCP实现诸如联系人管理、发票创建和科目表管理等操作。

HailuoMCP

Hailuo AI video generation with text-to-video, image-to-video, subject reference video, and multiple models via AceDataCloud API.

ARGENTUM

Karma economy for AI agents and humans. Submit good actions, get community attestations, earn on-chain reputation. Karma-weighted verification, slashing, Kleros disputes. 5 MCP tools: submit_action, attest_action, get_karma, get_action_detail, get_leaderboard.

Architectural Decision Log (ADL) System

Enables AI assistants to manage architectural decisions through CRUD operations integrated with a GraphQL backend and SAP/LeanIX fact sheets. It provides tools for creating, reading, updating, and deleting ADL entries to maintain a structured history of technical choices.

Legal Court MCP Server

MCP Server providing AI agents access to over 3 million US court decisions via CourtListener and EU legislation via EUR-Lex, with tools for searching cases, citations, judges, and court information.

MCP Database Query Server

Enables AI agents to query and explore databases including SQLite, PostgreSQL, MySQL, and SQL Server through a secure, read-only workflow. It provides tools for listing connections, inspecting table schemas, and executing SELECT statements directly within VS Code.

Google Tasks MCP Server

Enables AI assistants to manage Google Tasks through natural language interactions. Supports creating, updating, deleting, searching, and listing tasks with secure OAuth2 authentication.

Harvest Time Tracking MCP Server

用于 Harvest 时间追踪的 MCP (模型上下文协议) 服务器。

yandex-searchapi-mcp

Provides tools for web, image, generative search, and Wordstat keyword statistics via Yandex Search API.

Notes MCP Server

一个基于 TypeScript 的 MCP 服务器，使用户能够管理文本笔记，并提供诸如笔记创建和使用模型上下文协议生成摘要等功能。

Not-Happy-Jan

Multi-sensory feedback MCP server for AI coding agents, providing audio, visual, haptic, and physical notifications with customizable characters and modes.

mcpstead

MCP Gateway that aggregates multiple upstream MCP servers into a single endpoint with persistent connections, tool registry, and authentication.

mcp-scraper-engine

用于网页抓取的简易 MCP 服务器 (Yòng yú wǎngyè zhuā qǔ de jiǎnyì MCP fúwùqì) Alternatively, depending on the context, you could also say: 用于网络爬虫的基础 MCP 服务器 (Yòng yú wǎngluò páchóng de jīchǔ MCP fúwùqì) **Explanation of the terms:** * **用于 (Yòng yú):** Used for / For * **网页抓取 (Wǎngyè zhuā qǔ):** Web scraping (literally "web page grabbing") * **网络爬虫 (Wǎngluò páchóng):** Web crawler / Spider (more technical term for web scraping) * **基础 (Jīchǔ):** Basic / Fundamental * **简易 (Jiǎnyì):** Simple / Easy * **MCP 服务器 (MCP fúwùqì):** MCP Server (MCP is usually kept as is, as it's an acronym) The first translation is more common and generally understood. The second is more precise if you're talking about a more technical implementation of web scraping.

YouTube MCP Server

通过模型上下文协议将“yt-dlp”与 LLM 连接，允许用户下载 YouTube 内容并将其与 Dive 和其他 MCP 兼容的 LLM 集成。

ontario-data-mcp

An MCP server for discovering, downloading, querying, and analyzing datasets from Ontario's open data portals, allowing natural language questions and high-performance analytics via DuckDB.

mysql-mcp-server

Provides read-only access to MySQL database schema and sample data, offering tools to list tables, get schema, and fetch sample rows for safe backend development.

MCP FishAudio Server

An MCP (Model Context Protocol) server that provides seamless integration between Fish Audio's Text-to-Speech API and LLMs like Claude, enabling natural language-driven speech synthesis.

cygnus-ssh-mcp

Enables AI assistants to manage remote servers via SSH with 43 specialized tools for command execution, file editing, directory operations, and background tasks across Linux, macOS, and Windows.

spamtitan-mcp

MCP server for SpamTitan email security — manage quarantine, allowlists, blocklists, and view email stats

ClawPay

Connects AI agents to payment processors (Lithic, Stripe, PayPal) for automated shopping with single-use virtual cards and transaction management.

Lorem Ipsum By Api Ninjas

Generates Lorem Ipsum placeholder text with customizable parameters including paragraph count, length, and formatting options through the API Ninjas service.

Memorised them All

Imagine you could hand Claude a filing cabinet of your documents and say "remember all of this." Later you just ask questions, and Claude answers from what it remembers — citing which document each fact came from. That's Memorised them All. It's a small add-on (an MCP server) for Claude Desktop and Claude Code that: Reads your files — PDFs, Word/Excel/PowerPoint, web pages, images (with OCR), ev

Kuzu MCP server

这个服务器支持用户和他们的Kuzu数据库之间进行自然语言交互，用户可以使用像Claude Desktop或Cursor这样的客户端，允许大型语言模型（LLM）检索数据库模式、执行Cypher查询、创建节点以及在图数据库中建立关系。

APS MCP Server

一个实验性的 Node.js 服务器，它实现了模型上下文协议，用于通过安全服务帐户使用细粒度的访问控制来访问 Autodesk Platform Services API。

Run Model Context Protocol (MCP) servers with AWS Lambda

在 AWS Lambda 函数中运行现有的基于标准输入/输出 (stdio) 的模型上下文协议 (MCP) 服务器

GKE Hub API MCP Server

An auto-generated MCP server that enables interaction with Google Kubernetes Engine Hub API for multi-cluster management through natural language commands.

Atomistic Toolkit MCP Server

一个兼容 MCP 的服务器，通过 ASE、pymatgen 等提供原子模拟功能。

Optometry AI Safety MCP

Optometry AI Safety - MCP server providing AI-powered tools and automation by MEOK AI Labs