发现优秀的 MCP 服务器

ExileAPI Plugin Dev MCP

An MCP server that provides a bounded development workflow for ExileAPI plugins, enabling agents to detect compiler references, create linked Git repositories, and read build errors.

airflow-mcp-server

好的，这是对提供的 GitHub 链接的翻译： **标题:** Airflow MCP Server **翻译:** Airflow MCP 服务器 (Airflow MCP 服务器) **解释:** * **Airflow:** Airflow (无需翻译，是 Apache Airflow 的简称) * **MCP:** MCP (无需翻译，通常指 Metadata Collection Platform，元数据收集平台) * **Server:** 服务器 (fú wù qì) 因此，整个标题可以翻译为： * **Airflow MCP 服务器** (最直接的翻译) * **Airflow 元数据收集平台服务器** (更详细的翻译，如果需要解释 MCP 的含义) 根据上下文，选择哪个翻译更合适。 通常情况下，直接使用 "Airflow MCP 服务器" 即可。

mcp-augment

Adds safety hooks to AI coding tools by providing enforced proxy tools (safe_write, safe_edit, safe_bash, safe_read, safe_delete) that validate operations through a configurable hook chain before execution, preventing destructive commands, file deletions, and secret exposure.

FortiAnalyzer MCP Server

Enables AI assistants to interact with FortiAnalyzer for log analysis, reporting, security monitoring, and SOC operations via the JSON-RPC API.

MCP Dockhand

Exposes over 130 Dockhand API endpoints as tools to manage Docker infrastructure through AI assistants. It enables comprehensive control over containers, stacks, networks, and volumes across multiple environments and hosts.

WebScout MCP

Enables reverse engineering of web applications and chat interfaces through browser automation, network traffic capture, and streaming API discovery. Provides comprehensive tools for analyzing network patterns, capturing streaming responses, and automating complex web interactions.

Google Workspace MCP Server

Integrates with Google Workspace to create Google Docs and draft Gmail emails through the Model Context Protocol, enabling AI agents to manage documents and emails securely.

Xdebug MCP Server

Enables AI assistants to debug PHP applications through Xdebug's DBGp protocol, providing full debugging control including breakpoints, variable inspection, stack traces, and advanced features like watch expressions and code coverage.

TiDB MCP Server

一个模型上下文协议服务器，允许在 TiDB 数据库上执行 SELECT 查询，并可选择性地支持 INSERT、UPDATE 和 DELETE 操作（当明确启用时）。

Mobbin MCP Server

Enables users to search and browse Mobbin's extensive library of mobile app designs, screenshots, and user flows directly from Claude. It allows for detailed exploration of UI patterns, elements, and personal collections using reverse-engineered API access.

AI-powered chat system with multiple MCP servers.

基于人工智能的聊天系统，具有多个MCP服务器。

ast-editor

AST-targeted code editing MCP server with 28 surgical tools for structural edits across 11 languages. Built on tree-sitter, replaces brittle search/replace with byte-correct edits keyed by symbol names.

agent-browser-mcp

MCP server that drives your real Chrome/Edge/Opera browser through a Chrome extension and DevTools Protocol, preserving logins and session state, and can also perform OS-level mouse and keyboard input behind approval.

Gemini SuperClaude MCP Server

Enhances Gemini CLI with SuperClaude Framework v4.0.9, providing 22 specialized commands, 14 domain-expert agents, and integration with 6 MCP servers for development, analysis, and automation.

winnow

Enables local-first context compression for AI agents, offering tools to compress text, retrieve original content, and get compression statistics.

Webpage MCP Server

Enables querying and retrieving content from webpages by parsing sitemap.xml files and fetching HTML content from specified URLs. Includes built-in rate limiting for protection against abuse.

Nano Banana MCP

MCP server for Google Gemini image generation with configurable model support, enabling text-to-image generation, image editing, and iterative refinement.

Context7 MCP Python Server

Provides real-time access to code library documentation and examples through Context7 API integration, enabling AI assistants to retrieve up-to-date technical documentation, code snippets, and best practices for various programming libraries.

Yandex Delivery MCP

MCP server for Yandex Delivery API, allowing AI assistants to manage deliveries, track couriers, and handle orders.

Journey/SameUp CMS MCP Server

Enables AI assistants to manage components and pages on the Journey/SameUp CMS through the CMS REST API, including listing, retrieving, and creating components with automatic authentication.

IBM Core Content Services MCP Server

Enables AI agents to interact with IBM FileNet Content Manager for document and folder management, including creation, updates, check-in/out, search, metadata management, and text extraction operations.

MCP ClickHouse

Enables database operations and cloud infrastructure management for ClickHouse, supporting querying databases with read-only safety controls and managing ClickHouse Cloud services through 50+ comprehensive tools.

agenthold

Shared versioned state for multi-agent AI workflows. An MCP server.

optical-read-mcp

MCP server that converts file contents into compact, line-numbered PNG images for vision models to read, reducing token usage by roughly 7x for large files.

mymore

A category-first, lightweight MCP memory server that provides persistent memory for AI agents using Markdown and SQLite FTS5, with triage classification and consolidation.

camunda-mcp

MCP server for modeling Camunda 7 BPMN diagrams programmatically, including elements, flows, and Camunda extensions.

Web Reader

Enables Claude and other LLMs to read and parse web content, with smart fallback strategies to bypass access restrictions (e.g., paywalls, Cloudflare) and output Markdown.

Portable MCP Web Scraper

Efficient web scraping MCP server with a two-step workflow for token-efficient content extraction. Supports previewing HTML structure, targeted scraping, and entire documentation site crawling.

mcp-metricflow

A Model Context Protocol (MCP) server that provides MetricFlow CLI tools through both SSE and STDIO interfaces, enabling users to query metrics, list dimensions, and perform other MetricFlow operations via natural language.