发现优秀的 MCP 服务器

TrekMail MCP Server

A Model Context Protocol server that exposes the TrekMail API v1 as 185 agent tools for managing email infrastructure and messaging.

cubox-mcp

Enables interaction with Cubox through its CLI, allowing agents to manage bookmarks, highlights, and annotations via a single pass-through tool.

My AskAI MCPs

Provides read-only Model Context Protocol tools for My AskAI, enabling documentation search, filesystem queries, and pricing estimates.

CISA Vulnerability Checker

kev-mcp 服务器 (kev-mcp fúwùqì)

GitHub MCP Server

Enables AI assistants to answer natural-language GitHub queries by listing repositories, issues, pull requests, branches, commits, and files, as well as performing writes with dry-run and confirmation safeguards.

Jsoncut MCP Server

Enables AI agents to generate JSON configurations for creating images and videos programmatically through the Jsoncut API, with support for layers, positioning, transitions, and validation.

Google Flow Online MCP Server

Enables generating images, videos, characters, and scenes through Google Flow. Supports SSE and Vercel deployment for integration with Gemini Spark and other IDEs.

test

测试 (cè shì)

Life Assistant MCP Server

Provides weather queries for major Chinese cities, hot news and news search, and text processing tools using free public APIs.

LSP MCP Server

将大型语言模型与语言服务器协议接口桥接，使大型语言模型能够访问 LSP 的悬停信息、补全、诊断和代码操作，从而改进代码建议。

python-executor-mcp

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

outlook-local-mcp

Enables local automation of classic Outlook for Windows via COM, allowing email search, folder listing, calendar leave block creation, and contact/recipient management without needing cloud APIs or admin approval.

Gemini Image MCP

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

domain-mcp

An MCP server for domain availability checks, WHOIS lookups, and domain suggestions using RDAP and TCP port 43. It allows users to perform bulk checks and retrieve registration details across multiple TLDs without requiring an API key.

RelayPlane

Enables efficient AI workflow orchestration by chaining multi-step LLM operations while keeping intermediate results out of the context window, reducing token usage by 90%+ and supporting multiple AI providers.

JSR-MCP Server

一个模型上下文协议 (MCP) 服务器，提供对 JSR (JavaScript Registry) 模块文档的访问。

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.

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。

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.

llm-wiki-mcp

An MCP server that provides AI agents with a governed wiki requiring human approval before any formal page update, combining structured knowledge management with safe, auditable writes.

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.

hello-mcp-server

Enables MCP clients to perform multilingual greetings, echo text, retrieve server time, and add decimal numbers accurately, while also exposing prompts and resources over stdio or HTTP.

MCP-based Academic Paper Retrieval RAG System

Enables AI coding assistants to query private academic paper collections via standard MCP tools, with hybrid retrieval, reranking, and inline citations.

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.

powerbi-mcp-server

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

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.

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.

Doc-Mind-Search

Provides MCP tools to count, list, and read local documents in formats like PDF, DOCX, Excel, HTML, and TXT, enabling natural language-driven document statistics and content inspection via qwen_agent.

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.

mcp-codebase-index

A structural codebase indexer that exposes 18 tools via the Model Context Protocol for AI-assisted code navigation, enabling efficient querying of functions, classes, dependencies, and call chains without reading entire files.