发现优秀的 MCP 服务器

Mutmut MCP

A Model Context Protocol server that provides programmatic APIs for running mutation tests with mutmut, analyzing results, and improving test coverage in Python projects.

Dynamic Shell Command MCP Server

Enables secure execution of shell commands through a dynamic approval system that prompts for user authorization on first use, with persistent command storage and comprehensive audit logging.

agy-mcp

Lets Claude Code use Google's Antigravity CLI (agy) to review plans or execute them in isolated git worktrees, with safety controls like secret scanning.

pdfeverything

Enables AI agents to perform 13 PDF operations (merge, split, compress, watermark, encrypt, and more) on local files via MCP.

Semgrep MCP Server

一个 MCP 服务器，它为 Semgrep 提供了一个全面的接口，使用户能够扫描代码中的安全漏洞、创建自定义规则，并通过模型上下文协议分析扫描结果。

acikpoz

MCP server for parsing, diffing, and validating Turkish public construction unit price catalogs (ÇŞB birim fiyat) from PDFs, enabling AI agents to compute with structured price data.

mcp-patents

Enables searching and retrieving US patent records and published applications via keyword, assignee, inventor, or patent number, with full details such as claims, citations, and patent family.

sales-agent

Multi-agent sales email generation server that creates, evaluates, and sends personalized sales emails via SendGrid, using AI to craft diverse email styles and select the best one.

mcp-migration-tools

Provides AI-callable tools for modernizing legacy applications, including stack detection, API contract extraction, SQL to Flyway conversion, and migration effort estimation.

monday-mcp

A lightweight MCP server that provides a focused set of tools for interacting with monday.com's GraphQL API, enabling users to manage boards, items, users, and updates from AI assistants.

plaid-mcp

Self-hosted MCP server enabling Claude to query bank accounts, balances, and transactions through Plaid with OAuth and TLS.

Google MCP Server

A FastAPI-based MCP server that integrates with Google Docs and Gmail, requiring terminal approval before executing actions.

AutoCAD MCP Server

Enables natural language control of AutoCAD drawings via LLMs like Claude, supporting drawing, layer management, and SQLite-backed entity analysis.

project-explorer-mcp

Analyzes Python project structure by exploring directory trees, extracting outlines from Python and Markdown files, and inspecting OpenAPI specifications.

aisle-wedding-mcp

Search destination wedding venues and vendors worldwide with Aisle. 10 tools for AI-assisted wedding planning: Venue Search: Find wedding venues by country, type (villa, beach, castle, resort), capacity, and budget. Covers 20+ countries. Vendor Search: Browse wedding photographers, florists, planners, DJs, caterers, and 10 more categories by location and price range. Budget Estimator: Get a detai

SteamStats MCP Server

用于 Steam Web API 游戏统计的 MCP 服务器

claudeForSafari

Safari Web Extension + Node.js MCP bridge giving Claude Desktop full control over Safari — navigate, read pages, click elements, fill forms, and manage tabs. No Playwright or WebDriver dependency.

GitHub Notifications MCP Server

一个 MCP 服务器，它使像 Claude 这样的人工智能助手能够通过自然语言命令帮助用户管理他们的 GitHub 通知。 (Alternatively, a more concise translation:) 一个 MCP 服务器，让像 Claude 这样的人工智能助手可以通过自然语言指令管理用户的 GitHub 通知。

MoCo MCP Server

Provides a Model Context Protocol interface to MoCo time tracking and project management systems, enabling AI assistants to retrieve work activities, projects, tasks, holidays, and presence data.

OpenAI MCP Server

Provides tools to interact with OpenAI API including chat completions, embeddings, content moderation, and file management through natural language.

mermaid-to-excalidraw-mcp

MCP server that converts Mermaid diagrams to styled Excalidraw files, saving them directly to disk without token overhead.

Emacs Org-Mode MCP Server

An MCP server that enables Claude to manage Emacs org-mode task lists, journal entries, and projects with token-efficient tools and visual approval via Emacs ediff.

mcp-shipcheck

Audits local package folders to generate publish-readiness reports and previews of NPM tarball contents. It helps developers identify and resolve configuration issues like missing types or broken exports before releasing code.

Inventory Guard MCP Server

Enables AI agents like Claude Desktop to read vulnerability reports, trigger scans, and manage findings for the Inventory Guard self-hosted vulnerability watchdog.

vessel-traffic-mcp

Read-only MCP server for vessel identity lookup, AIS-style positions, tracks, port calls, carrier schedules, vessel schedules, and delay heuristics with source attribution and BYOK provider support.

file-writer-mcp

Enables LLMs to write, append, and manage files in txt, md, csv, and xlsx formats with append, overwrite, and backup modes, restricted to a specified root directory.

MCP Shrimp Task Manager

An intelligent task management system that provides structured workflows for AI Agents to plan, decompose, and execute complex programming tasks. It features a dedicated research mode for technical investigations and a task memory function to optimize workflows and avoid redundant coding work.

Philips Hue MCP Server

一个模型上下文协议接口，使像 Claude 这样的人工智能助手能够通过自然语言命令控制飞利浦 Hue 智能照明系统。 (Alternatively, a slightly more technical translation:) 一种模型上下文协议接口，旨在使像 Claude 这样的人工智能助手能够通过自然语言指令来控制飞利浦 Hue 智能照明系统。

ui-kit

Native Claude Code integration for @annondeveloper/ui-kit — a zero-dependency React component library with 147 components, 3 weight tiers, physics-based animations, and OKLCH color system. Gives Claude deep awareness of the library's components, design patterns, and conventions. Includes 5 skills for component discovery, code generation, design system reference, tier selection, and accessibility