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웹 스크래핑에 좋은 MCP 서버 추천 (2026)

웹 스크래핑에 많이 쓰이는 오픈소스 MCP 서버 30개를 GitHub 스타 순으로 정리했습니다. 각 항목은 저장소 정보, (README에 있는 경우) 설치 설정, 관련 서버를 담은 페이지로 연결됩니다.

  1. Fetch (official) Official – Web content fetching and conversion for efficient LLM usage.
  2. gpt-researcher ★30100 – An autonomous agent that conducts deep research on any data using any LLM providers
  3. Douyin_TikTok_Download_API ★20643 – 🚀 抖音、TikTok 数据采集与无水印视频下载 API，自托管，支持 MCP 调用与 Docker 一键部署。| Self-hosted TikTok & Douyin scraper and no-watermark video do
  4. apify-mcp-server ★11266 – The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, o
  5. firecrawl-mcp-server ★7606 – 🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.
  6. wigolo ★5476 – The go-to web for your AI coding agent — local-first search, fetch, crawl & research over MCP. No API keys, no cloud, $0
  7. exa-mcp-server ★5130 – Exa MCP for web search and web crawling!
  8. design-extract ★4237 – Extract any website's complete design system with one command. DTCG tokens, semantic+primitive+composite, MCP server for
  9. linkedin-mcp-server ★3875 – Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI agent access to profiles, companies, jobs, an
  10. invisible_playwright_mcp ★2750 – Playwright MCP server undetected by anti-bots and captchas: AI agent browses the web on anti-detect stealth Firefox, Pyt
  11. brightdata-mcp ★2677 – A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.
  12. Tavily MCP ★2431 – Official Tavily MCP server: real-time web search, extract, map and crawl. Remote server with OAuth or API-key authentica
  13. webclaw ★2379 – Fast, local-first web content extraction for LLMs. Scrape, crawl, extract structured data — all from Rust. CLI, REST API
  14. stealth-browser-mcp ★2225 – Stealth browser automation for AI agents over MCP and the Chrome DevTools Protocol: navigation, network hooks, DOM extra
  15. slack-mcp-server ★1866 – The most powerful MCP Slack Server with no permission requirements, Apps support, GovSlack, DMs, Group DMs and smart his
  16. crw ★1130 – Fast, lightweight Firecrawl/Tavily alternative in Rust. Web scraper, crawler & search API with MCP server for AI agents.
  17. x-reader ★967 – Universal content reader MCP Server for 10+ platforms
  18. google-search ★623 – A Playwright-based Node.js tool that bypasses search engine anti-scraping mechanisms to execute Google searches. Local a
  19. XActions ★594 – ⚡ The Complete X/Twitter Automation Toolkit — Scrapers, MCP server for AI agents (Claude/GPT), CLI, browser scripts. No
  20. pullmd ★487 – Self-hosted URL- and file-to-Markdown service for humans and AI agents - web pages, documents, images, audio, YouTube. P
  21. graphlit-mcp-server ★378 – Model Context Protocol (MCP) Server for Graphlit Platform
  22. rust-docs-mcp-server ★299 – 🦀 Prevents outdated Rust code suggestions from AI assistants. This MCP server fetches current crate docs, uses embeddin
  23. PyScrappy ★261 – Adaptive Python web scraping toolkit + MCP server for AI agents. Self-healing selectors that survive site changes, TLS-f
  24. Uni-CLI ★235 – One command for every interface—search, run, and inspect real software across APIs, browsers, desktops, local tools, and
  25. amazon-scraper-v2 ★220 – Agent-ready Amazon Scraper API: real-time product details (batch ASIN), offers & stock, reviews, search, best sellers, d
  26. x-twitter-scraper ★213 – X (Twitter) scraper API & Twitter MCP server to scrape tweets, profiles & followers. Not affiliated with X Corp.
  27. agentql-mcp ★181 – Model Context Protocol server that integrates AgentQL's data extraction capabilities.
  28. charlotte ★181 – Token-efficient browser MCP server — structured web pages for AI agents, not raw accessibility dumps
  29. agent-control ★180 – 🚀 High-performance AI Agent Control Plane, Task Orchestration & Model Context Protocol (MCP) Platform
  30. searxNcrawl ★167 – MCP server and CLI tools for web search and crawling, built on SearXNG and Crawl4AI

자주 묻는 질문

웹 스크래핑용 MCP 서버란 무엇인가요?

MCP(Model Context Protocol) 서버는 Claude, Cursor, VS Code의 GitHub Copilot 같은 AI 어시스턴트를 외부 도구와 데이터에 연결해 줍니다. 이 페이지의 서버들은 웹 스크래핑에 초점을 맞추고 있습니다.

순위는 어떻게 정하나요?

GitHub 스타 수와 최근 활동을 기준으로 하며, 2026년 10월 15일에 업데이트한 공개 저장소 데이터를 사용합니다.

어떻게 설치하나요?

대부분의 서버는 클라이언트의 MCP 설정 파일에 npx, uvx 또는 Docker 명령을 추가하면 됩니다. Claude Desktop, Cursor, VS Code 설치 가이드에서 단계별로 설명합니다.

관련 가이드

주간 MCP 다이제스트 – 새로 나온 MCP 서버와 인기 서버를 메일로 받아보세요.