发现优秀的 MCP 服务器

upscayl-docker-worker

Enables private, GPU-backed image upscaling via a local Hermes MCP bridge that submits jobs to an authenticated Upscayl worker API.

MatchBrief

MCP server for retrieving World Cup match briefs, fixtures, and event explanations with sourced, plain-language context.

nagi-ledger

MCP server for the nagi-ledger audit ledger and guardrail toolkit, exposing tools to record and annotate AI agent actions, subagent dispatches, and known dead ends, plus query session reports and statistics.

paper-search-mcp

A Model Context Protocol server for searching and downloading academic papers from multiple free and public sources, enabling LLM-driven academic research workflows.

oriel

Enables AI assistants to manage Docker containers, images, volumes, networks, and Compose projects through natural language, with secret masking and destructive action grants.

PDFMakerAPI MCP Server

Enables creating PDF documents (invoices, certificates, reports, etc.) from natural language descriptions, returning a shareable link to preview and edit the document.

homelab-mcp

MCP servers for managing homelab infrastructure. Monitor Docker/Podman containers, Ollama AI models, Pi-hole DNS, Unifi networks, and Ansible inventory.

Document Buddy

A no-server MCP toolkit that organizes project wikis from Feishu documents, messages, and more, enabling AI clients to answer questions with cited evidence to prevent hallucinations.

Azure DevOps MCP Server

Enables interaction with Azure DevOps through Cursor chat, providing tools to manage builds, pipelines, work items, sprints, and board operations. Supports secure authentication via Personal Access Tokens and allows natural language-driven DevOps task management.

agent-guard

Safety checks an agent runs before it acts — flags malicious packages, destructive shell commands, secret leaks, and web-backend holes before execution.

Prism

Multi-level web search MCP server that wraps Claude, Gemini, Perplexity, and Tavily behind a unified interface, enabling multi-depth searches with session management and provider selection.

agent-web-superpower

An MCP server enabling AI agents to access the internet via web scraping, crawling, searching, and structured data extraction using Firecrawl.

personal-context

Aggregates your digital footprint (GitHub, blogs, resume) into a single AI-readable profile and exposes it via MCP tools so AI agents can query your context live.

Azure IoT Hub MCP Server

用于 Azure IoT 中心的 MCP 服务器，主要用于只读监控目的。使用 Azure CLI 进行身份验证。

WETH MCP Server

Enables AI agents to safely interact with Ethereum by providing structured tools for reading blockchain state, simulating transactions, and drafting transactions that require human-in-the-loop approval.

Music MCP

Enables AI assistants to control Apple Music on macOS using AppleScript for playback, library management, and playlist operations. It supports features like searching tracks, managing the play queue, and retrieving detailed metadata through a structured interface.

GitHub Trending MCP Server

Fetches and filters GitHub trending repositories by keywords, language, and time period.

disk-space-mcp

Enables checking and validating disk space usage via a single tool, reporting total, used, and available space with optional free space thresholds.

Markdown Web Scraper API

Extracts the content from any URL and returns it in clean, optimized Markdown for LLMs. Supports standalone monetization via Dodo Payments (HTTP 402).

Imagine Music MCP

Generates music from text prompts via a local ACE Step API, providing tools for music generation, result checking, and listing generations.

Scout

Browser MCP server that connects to your existing browser, preserving sessions, passwords, and extensions, enabling AI agents to interact with web pages without bot detection.

paperpal

一个 MCP 扩展程序，使大型语言模型 (LLMs) 能够访问 arXiv 和 Hugging Face 上的论文，从而允许用户通过自然对话讨论论文、搜索新的研究成果以及组织文献综述。

Medical MCP Server

Provides comprehensive medical information by querying authoritative sources including FDA drug database, WHO health statistics, PubMed literature, RxNorm nomenclature, Google Scholar, and Australia's PBS API through 22+ specialized tools.

resolve-mcp

Comprehensive MCP server for DaVinci Resolve with 295+ tools to control projects, timelines, editing, color grading, rendering, and more via natural language.

MCP Travel Weather Server

A learning-oriented MCP server that provides weather forecast tools for travel planning, using OpenWeatherMap and geocoding APIs.

mcp-job-board-keyword-signal-scanner

Scans job boards for keyword patterns that indicate buying intent, technology adoption, or team expansion. Returns structured signal data for outbound targeting.

InferenceView MCP

Provides tools to verify x402/MCP transactions before payment and fact-check claims, with verdicts and sources.

onenote-mcp

Enables Claude to read local OneNote notebooks via the Windows desktop COM API, including text from pasted screenshots, while keeping all data on the machine.

mcp-luckyworld

用于访问幸运世界模拟器的 MCP 服务器