发现优秀的 MCP 服务器

python-executor-mcp

Enables coding agents to execute Python code, run script files, and install pip packages locally via MCP.

jitsi-mcp-server

MCP server that enables AI agents to join Jitsi Meet rooms, send/receive chat, record meetings, and monitor participants using headless Chrome.

Gemini Image MCP

A tiny remote MCP server that lets Claude (or any MCP client) generate images with Google Gemini.

publicsafetyapi-mcp

MCP server that exposes US public safety facility data (police, fire, EMS, hospitals) as tools for AI assistants, enabling lookups by address, coordinates, or filters.

aineedhelpfromotherai

A free MCP server and REST API for AI agents to share debugging memory and avoid repeating mistakes, with 61 real-world troubleshooting cases across 10+ tech stacks.

mcp-server-telegram

Integrates Telegram bots as MCP tools for sending messages to staff groups or manager chats, listing buffered messages, and viewing group members.

dotnet-sherlock-mcp

ILSpy for LLM coding agents. Reflection-based MCP server with 31+ tools to explore .NET assemblies, NuGet packages, types, members, attributes, and XML docs.

isaac-wiki-mcp

Provides full class documentation for the Binding of Isaac modding API, enabling AI assistants to access complete class pages with methods, enums, and tutorials to avoid hallucination.

Accessible Color Contrast MCP

Enables checking WCAG color contrast ratios and accessibility compliance between color pairs. Helps determine optimal text colors for backgrounds and validates color combinations meet accessibility standards.

mcp-server-chart-offline

A fully offline MCP server for generating 15 types of SVG charts, including line, bar, pie, and more, without any network dependency.

Vision-Graft MCP

Enables blind AI coding models to debug visual bugs by capturing screenshots, analyzing them with a vision-capable model, and returning a written report.

mongo-mcp-server

MongoDB 的 MCP 服务器 (MongoDB de MCP fúwùqì) This translates to: "MongoDB's MCP server"

powerbi-mcp-server

Enables natural language interaction with Power BI Desktop via MCP, allowing DAX authoring, measure optimization, and model inspection.

freesearch-mcpserver

提供免费网络搜索和智能摘要功能的MCP服务器，使用DuckDuckGo API和客户端语言模型生成搜索结果摘要。

parking-recommendation

Provides destination-based public parking lot recommendations in Seoul. It converts destinations to coordinates, finds nearby public parking lots, and estimates wait times using real-time availability and historical statistics.

Amazon Seller MCP Server

Enables managing Amazon seller accounts directly from an AI assistant, with tools for listings, orders, pricing, inventory, and multi-marketplace switching.

Token Compressor MCP

A remote MCP server that compresses long text contexts, stores compact reusable summaries, and retrieves relevant context by title/tag/query, helping reduce token usage.

gmail-mcp

Enables searching, reading, sending, drafting, and organizing emails across multiple Google accounts via MCP.

QAcito

Autonomous QA platform powered by Claude + Playwright that allows AI to write, run, and fix tests for any project.

mcp-arcgis-lincolnne

Enables querying and searching Lincoln & Lancaster County GIS open geospatial datasets (parcels, zoning, public works) through natural language.

quran-mcp-server

MCP 服务器，用于通过官方 REST API v4 与 Quran.com 语料库进行交互。

LAWMADI

법마디(Lawmadi) OS — Korean Legal AI with 60 specialized agents and real-time statute verification via law.go.kr. Free: 2 queries/day. Korean & English.

W3 MCP LSP Server

Provides JavaScript/TypeScript code intelligence via LSP, enabling goto definition, hover info, and find references through MCP tools.

kof-stitch-mcp

Enables AI-powered UI/UX design generation and management via Google Stitch, handling OAuth authentication automatically for MCP clients like Claude Code and Cursor.

Vidu MCP Server

一个服务器，可以使用 Vidu 的 AI 模型从静态图像生成视频，具有图像到视频转换、任务监控和图像上传等功能。

Roboflow MCP Server

An MCP server that exposes the Roboflow API to MCP-compatible clients like Claude Code, Claude Desktop, and Cursor. Use it to manage datasets, upload and tag images, push annotations, and inspect projects without leaving your editor.

Facebook Ads Library MCP

Enables competitive intelligence, market analysis, and advertising insights by providing 15+ advanced tools to search, analyze, monitor, and predict Facebook ad performance.

Adversary MCP Server

A security-focused server that integrates with Cursor IDE to provide real-time vulnerability detection, exploit generation, and security insights during software development.

Sherlock MCP Server

Provides access to the Covertlabs infostealer intelligence platform to search for compromised credentials and investigate cyber threat artifacts. It enables security researchers to query databases for stolen emails, passwords, browser history, and victim metadata.

governor

Governor is an MCP server that acts as a safety belt for AI agent payments, providing a three-layer deterministic evaluation (rules, behavior anomaly, and intention coherence) to approve, escalate, or block payments before execution, and integrates directly with Claude Code.