发现优秀的 MCP 服务器

racksmith

MCP server for bare-metal lab operations, enabling inventory, commissioning, deployment, fabric audit, and job scheduling via Hermes agent skills and a tool server.

Intervals.icu MCP Server

Enables interaction with Intervals.icu data, including activities, wellness, and calendar events, via natural language.

Local Realtime Search

Local-first realtime web research MCP for LM Studio with keyless SearXNG, clickable citations, adaptive deep research, provider health, and one-click Windows startup.

Prolog MCP Server

Enables LLMs to define Prolog facts and rules and execute queries via SWI-Prolog for logical reasoning.

Word MCP

Enables programmatic generation of Microsoft Word documents (.docx) from AI-generated text and data, with support for Markdown formatting, tables, headers, and rich document elements that are saved directly to the local file system.

Next.js MCP Server Example

A sample implementation of Model Context Protocol server using Next.js and the Vercel MCP Adapter, allowing developers to create custom AI agent backends with tools, prompts, and resources.

AI Process Manager

Enables AI agents to query Windows process, window, and console information via structured JSON instead of screenshots, reducing token usage by 94-98%.

Ideogram MCP Server

一个模型上下文协议（Model Context Protocol, MCP）服务器，它使用 Ideogram API 提供图像生成功能，允许用户通过文本提示和可自定义的参数来创建图像。

01 Protocol MCP Server

Enables creation, verification, and evolution of cryptographically verifiable AI agent identities (.01ai) via MCP for Claude Desktop and other MCP clients.

clickup-mcp-full

Enables reading entire nested ClickUp subtask trees in a single call, plus task, list, folder, comment, tag, and time-tracking operations through natural language.

POI 周边搜索 MCP Server

Enables searching for nearby points of interest (POIs) like restaurants and bus stops using longitude/latitude coordinates via the cn.apihz.cn API.

nvidia-cumulus-mcp

MCP server that integrates with the Cumulus Linux OS via NVUE API to read network configuration, interfaces, bridges, VRFs, BGP, and other network information.

MyTube MCP Server

MCP server that enables LLMs to interact with MyTube video platform through its HTTP API, supporting video management, search, collections, subscriptions, and more with API key or admin session authentication.

Datacron

Local MCP server for querying and maintaining a Markdown vault. Provides full-text search, backlinks, note retrieval, and optional confined write tools, without sending the whole vault to the client context.

mcp-server

一个基于 Nasdanika (AI) 能力构建的 MCP 服务器

Metabase MCP Server

Connects Metabase business intelligence platform to AI assistants, enabling users to query data, create dashboards and charts, manage databases, and interact with BI assets using natural language through the Model Context Protocol.

Kali MCP Server

A Docker-based MCP server exposing a curated set of Kali Linux security tools for authorized, hands-on network scanning on private ranges, with enforced trustworthiness and honest output.

waymark

MCP server exposing a codebase's OKF knowledge bundle to Claude Code with three schema-enforced query tools: list_concepts, read_concept, and find_concept_by_resource.

AdsPower LocalAPI MCP Server

一个模型上下文协议服务器，使大型语言模型（LLM）能够与 AdsPower 浏览器 LocalAPI 交互，从而实现创建、打开、更新和管理具有自定义指纹的浏览器配置文件等操作。

mcp-postgres-server

MCP server providing PostgreSQL and Vertica database access with tools for querying, listing tables, and testing connections.

Deep Impact Mapper

Enables users to visualize the impact of edits in internal documents and emails by structuring content as a graph and tracing dependency chains.

Desktop Pilot MCP

Enables high-speed native macOS automation for Claude by interacting directly with the Accessibility API, AppleScript, and UI trees instead of using screenshots. It allows users to read app states, click elements, and type text semantically across any macOS application.

data-analysis-mcp

Enables data analysis and visualization operations such as loading CSV/Excel/JSON files, computing summary statistics, generating charts, and exploring datasets via SSE/HTTP.

keynote-mcp

Local macOS MCP server that reads, edits, and exports Apple Keynote presentations via JXA. Enables Claude to visually analyze slides, apply design changes, and iterate on presentations directly.

GitHub MCP Server

镜子 (jìng zi)

pdf-image-extractor-mcp

Extracts images from PDF files, allowing LLMs to access and analyze embedded images from local PDF documents.

freecrawl

Open-source web scraping MCP server with anti-bot bypass, enabling AI models to scrape, crawl, search, and extract data from any website without API keys or limits.

CheckMyLaunch MCP server

Enables AI coding tools to run CheckMyLaunch scans on GitHub repos or live URLs and retrieve findings and repair prompts directly within the chat.

Railway MCP Server

A Model Context Protocol (MCP) server that gives Claude (and other MCP-compatible AI tools) full access to your Railway.app infrastructure. Deploy, manage services, check logs, configure environment variables — all through natural conversation.