发现优秀的 MCP 服务器

Google Analytics 4 Admin MCP

Manages Google Analytics 4 accounts, properties, annotations, audiences, and custom dimensions through the MCP protocol.

Astro Docs MCP Server

Allows AI tools like Cursor, VS Code, Claude, ChatGPT, and Windsurf to access the latest Astro documentation in a structured way, enabling accurate answers about Astro's features, APIs, and best practices.

Forge MCP Server

Integrates with the Laravel Forge API to provide comprehensive management of servers and sites. It enables users to perform health checks, monitor logs, create resources, and execute deployment tasks through MCP-compliant tools.

app.wishpool/taiwan-payments-mcp

Enables AI agents to accept payments and issue Taiwanese government e-invoices via ECPay. Supports payment link creation, status query, invoice issue and void.

ts-refactor-mcp

An MCP server that enables AI agents to move TypeScript files and directories while automatically updating all affected imports using a persistent tsserver instance. This ensures atomic, error-free refactoring that maintains project integrity without manual intervention or wasted tokens.

MCP Lighthouse Audit

Provides detailed Lighthouse audits for web pages, returning specific failing elements with actionable suggestions and HTML snippets.

MCP Server

用 Golang 编写的数据库 MCP 服务器 (Yòng Golang biānxiě de shùjùkù MCP fúwùqì) Alternatively, if you want to emphasize the "Database" part: 数据库 MCP 服务器，使用 Golang 编写 (Shùjùkù MCP fúwùqì, shǐyòng Golang biānxiě)

mlctl

Enables natural language management of the full ML lifecycle including experiments, model registration, deployment, and pipeline orchestration through a conversational agent.

mcp-taiwan-legal-db-integrated

Enables AI assistants to query Taiwan's legal databases including court judgments, regulations, constitutional interpretations, and engineering committee letters, with automatic updates and offline caching.

google-workspace-mcp

Enables Claude to manage Google Workspace services such as Calendar, Gmail, and Docs with configurable access and safe-by-design limitations.

illustrator-mcp

Enables AI assistants to control Adobe Illustrator on Windows, including creating, opening, saving, and exporting documents, drawing shapes, adding text, and running arbitrary ExtendScript.

Data 360 MCP Server

Enables natural-language-driven exploration, querying, and full configuration management of Salesforce Data Cloud / Data 360 via MCP.

Pilot Browse MCP

Enables AI agents to browse websites, record workflows, and generate reusable operation manuals, reducing token usage and execution time for future tasks.

Lanes Link

One secure, self-hosted MCP endpoint connecting AI agents to your real accounts (mail, calendar, files, notes), with per-profile separation, explicit permission enforcement, and an append-only audit log.

superFetch MCP Server

An MCP server that fetches web pages and extracts clean, AI-friendly Markdown content using Mozilla Readability. It provides secure web access for LLMs with built-in SSRF protection and automated content cleaning for improved context retrieval and summarization.

Symphony of One MCP

A multi-agent orchestration system that enables multiple Claude instances to collaborate through a centralized hub with a shared workspace and real-time communication. It features integrated task management, role assignment, and persistent memory to facilitate complex, synchronized agent workflows.

Kubernetes MCP Server

镜子 (jìng zi)

mcp-paywall

HTTP 402 paywall middleware for MCP servers. XRPL/RLUSD native settlement, Phase 3 compliance receipts, zero API keys required.

CurrencyTransfer MCP Server

Enables AI assistants to trade FX, manage beneficiaries, check balances, request quotes, and configure rate alerts and market orders via the CurrencyTransfer API.

smugmug-docs-mcp-server

A lightweight MCP server for searching SmugMug documentation and calling the live SmugMug API.

ML Lab MCP

Transforms AI assistants into a full ML engineering environment for training and fine-tuning models across multiple backends (local GPU, Mistral, Together AI, OpenAI) and cloud providers (Lambda Labs, RunPod, SSH-accessible VPS), with dataset management, experiment tracking, cost estimation, and deployment to Ollama/Open WebUI.

ControlMCP

An MCP server that enables LLMs to see and control a computer — screen capture, window management, mouse and keyboard automation — with a structured plan-execute workflow for complex desktop automation.

sentinel

Enables Claude to manage algorithmic trading workflows via natural language — maintaining watchlists, classifying market regimes, validating trades against risk rules, and submitting paper orders through a gateway to a FastAPI engine.

GCP Diagram MCP Server

Enables generating GCP architecture, sequence, flow, and class diagrams using natural language or Python code via the diagrams library.

@adevguide/mcp-database-server

MCP server for unified SQL database access, supporting multiple databases with schema discovery, caching, and safety controls.

drillr-mcp-server

Financial research data backend for AI agents, offering standardized financial data, semantic news and event search, paragraph-cited company filings, and alternative data across US, Japan, Hong Kong, and China A-shares.

MCP Jira

Enables AI assistants to interact with Jira Cloud and Server/Data Center deployments for issue management, project tracking, and workflow automation. Supports multiple authentication methods including API tokens, OAuth 2.0, and personal access tokens.

Inkeep MCP Server

一个服务器，通过 Inkeep 的 API 将 Claude 连接到您的文档，从而实现由 AI 驱动的与文档内容的交互。

mcp-arcgis-princewilliam

MCP server for accessing Prince William County, Virginia geospatial data (ArcGIS). Enables searching datasets, querying layers, and retrieving schema information.

mc-mcp-server

🚧 Minecraft Java 版 MCP 服务器