Web scraping MCP servers

A server here extracts content or structured data from web pages.

Not here: web search.

1,762servers
1,108 remote654 localTagged by Odel's AI, which can make mistakes

Best fit

1,105 made for this, ranked by starsRemoteLocal
  1. Safari @achiya-automation/safari-mcpNative Safari browser automation for AI agents — 98 tools, zero Chrome overhead.11% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.212 GitHub stars.
  2. Kreuzcrawl @kreuzberg-dev/kreuzcrawlScrape, crawl, and map websites to Markdown or JSON via local CLI.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.184 GitHub stars.
  3. Crawlberg @xberg-io/crawlbergScrape, crawl, and map websites to Markdown or JSON via local CLI.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.182 GitHub stars.
  4. Charlotte @ticktockbent/charlotteRenders web pages into structured, agent-readable representations using headless Chromium.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.181 GitHub stars.
  5. WebReaper @alex-on-ai/webreaperAI-native web scraper: scrape, crawl and map any site to clean markdown over stdio. MIT-licensed.13% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from NuGet.150 GitHub stars.
  6. One Search @yokingma/one-search-mcpWeb search, URL discovery, scraping & extraction with agent-browser and search providers6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.144 GitHub stars.
  7. Vessel Browser @unmodeled-tyler/vessel-browserAI-native browser runtime for autonomous agents with human-in-the-loop supervision7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.136 GitHub stars.
  8. Fitter @pxyup/fitterTurn any website or API into structured JSON with LLM-authored declarative scraping configs.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from MCPB.133 GitHub stars.
  9. ru-marketplace-mcp @vladimir-human/ru-marketplace-mcpRead-only MCP servers for Russian marketplaces: prices, stock, ratings, reviews, seller identity8% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.130 GitHub stars.
  10. ScrapeGraph @scrapegraphai/scrapegraph-mcpAI-powered web scraping and data extraction capabilities through ScrapeGraph API5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.115 GitHub stars.
  11. Free Search @sweetcornna/free-search-mcpNo-API-key web search, page fetching and document reading across many engines. Local-first.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.110 GitHub stars.
  12. doc-scraper @sriram-pr/doc-scraperCrawl documentation sites into local corpora agents can search, read, and diff fully offline.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from MCPB.104 GitHub stars.
  13. Screaming Frog SEO Spider MCP Server (headless) @bzsasson/screaming-frog-mcpHeadless Screaming Frog SEO Spider via its CLI: run crawls, export and filter data, no GUI needed.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.92 GitHub stars.
  14. Stealthy Auto Browse @psyb0t/stealthy-auto-browseSelf-hosted MCP server for stealth browser automation with human-like OS-level input.35% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.89 GitHub stars.
  15. Pulse Fetch @pulsemcp/pulse-fetchMCP server for fetching web resources with content extraction and anti-bot bypass.15% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.81 GitHub stars.
  16. Plumb @tathagat22/plumb-mcpTwo-way Figma MCP: extract + verify design-to-code, or generate on-brand Figma pages from a prompt.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.79 GitHub stars.
  17. ShadowCrawl @devshero/shadowcrawlRust MCP stealth scraper: anti-bot search/scrape with CDP fallback + HITL non-robot.32% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from a package registry.70 GitHub stars.
  18. Token Enhancer @xelektron/token-enhancerCuts AI web-fetching costs up to 99.9% by stripping page junk before it reaches your LLM.8% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.68 GitHub stars.
  19. ČSFD @bartholomej/node-csfd-apiMovies, TV series, creators and user ratings from ČSFD.cz, the Czech-Slovak film database4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.63 GitHub stars.
  20. CN Scraper MCP @goesbyhc/cn-scraper-mcpMCP server for AI agents to search major Chinese internet platforms with local-first login support.12% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.57 GitHub stars.
  21. DOMShell @apireno/domshellDrive Chrome with filesystem commands (ls, cd, grep, click, type). One MCP tool, multi-agent.8% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.56 GitHub stars.
  22. Agent360 Browser MCP @agent360dk/browser-mcpDrive your real, logged-in Chrome from any AI agent - 40 tools. Needs our Chrome extension too.18% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.52 GitHub stars.
  23. WebScraping.AI @webscraping-ai/webscraping-aiWeb scraping tools with Chromium JS rendering, rotating proxies, and AI question answering.7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.44 GitHub stars.
  24. Librecrawl — Technical SEO Audit MCP Server @adityaarsharma/librecrawl-technical-seo-audit-mcpSelf-hosted technical SEO audit MCP. 50+ checks, WAF detection, ephemeral. Built on LibreCrawl.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from a package registry.43 GitHub stars.