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
By GitHub stars, at most two per publisher
  1. Number 1: Scrapling MCP Server@d4vinci/scraplingWeb scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selectors supported.16% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.86,720 GitHub stars.
  2. Number 2: Skyvern@skyvern-ai/skyvernAI-powered browser automation — navigate, click, fill forms, and extract data from any website.12% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.23,168 GitHub stars.
  3. Number 3: Apify@apify/apify-mcp-serverExtract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡7% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; it needs your API key.10,071 GitHub stars.

Best fit

1,105 made for this, ranked by starsRemoteLocal
  1. Firecrawl MCP Server @firecrawl/firecrawl-mcp-serverMCP server for Firecrawl — web search, scraping, and biomedical/arXiv paper search.4% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.7,575 GitHub stars.
  2. Robin: AI-Powered Dark Web OSINT @apurvsinghgautam/robinDark web OSINT over Tor: search onion engines, scrape pages, report with your own model.12% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.7,493 GitHub stars.
  3. Wigolo @knockoutez/wigoloLocal-first web intelligence MCP server for AI coding agents7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.5,462 GitHub stars.
  4. Exa @exa/exaConnect AI agents to Exa for web search, content fetching, and multi-step research.4% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; it needs your API key.5,075 GitHub stars.
  5. Dembrandt @dembrandt/dembrandtDesign tokens from any live site: colours, type, spacing, components, drift against a baseline.8% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.3,624 GitHub stars.
  6. Browserbase @browserbase/mcp-server-browserbaseMCP server for AI web browser automation using Browserbase and Stagehand5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.3,405 GitHub stars.
  7. Browserbase @smithery/browserbasehq-mcp-browserbaseProvides cloud browser automation capabilities using Stagehand and Browserbase, enabling LLMs to i…10% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; it needs your API key.3,405 GitHub stars.
  8. Brightdata @brightdata/brightdata-mcpBright Data's Web MCP server enabling AI agents to search, extract & navigate the web8% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.2,671 GitHub stars.
  9. Tavily @tavily-ai/tavily-mcpMCP server for advanced web search using Tavily3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.2,425 GitHub stars.
  10. Ui.Vision MCP @a9t9/uivision-mcpMCP server for browser and desktop automation: OCR, image recognition, real mouse and keyboard input5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.2,069 GitHub stars.
  11. fastCRW @us/fastcrwScrape, crawl, map & search the web. Open-source, self-hostable Rust crawler & search for AI agents.10% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.1,115 GitHub stars.
  12. CRW Web Scraper @us/crwOpen-source web scraper for AI agents with scrape, crawl, and map tools6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.1,115 GitHub stars.
  13. CRW Web Scraper @fastcrw/crwOpen-source web scraper for AI agents with scrape, crawl, and map toolsNot assessed yet.Runs on your machine, installed from Docker.1,110 GitHub stars.
  14. anymd @sylphxai/anymdAny file → clean Markdown for AI agents: PDF, Office, EPUB, HTML, images, audio/video. Local MCP.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.1,035 GitHub stars.
  15. Citra @sylphxai/citraCitra — PDF answers with page-level proof: structure, tables, OCR, and page citations.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.1,030 GitHub stars.
  16. PDF Reader MCP @sylphxai-io/pdf-reader-mcpEvidence-first PDF MCP. Agent Document Twin with citeable page+bbox evidence.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.1,028 GitHub stars.
  17. OpenBrand @ethanjyx/openbrandExtract brand assets (logos, colors, backdrop images, brand name) from any website URL6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.799 GitHub stars.
  18. Unbrowse @unbrowse-ai/unbrowseWebsites as APIs: read pages, run site tasks via learned APIs, cloud browser with saved logins.12% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.784 GitHub stars.
  19. Fortress @tiliondev/fortressStealth browser for AI agents: fetch pages behind Cloudflare/DataDome/CAPTCHA, extract clean data.28% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.736 GitHub stars.
  20. DrissionPage MCP @jumodada/drissionpage-mcpLocal browser automation for MCP clients powered by DrissionPage.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.488 GitHub stars.
  21. Flyto Core @flytohub/flyto-coreExecution engine for AI agents. 412 modules: browser, file, Docker, data, crypto.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.483 GitHub stars.

Also touches on Web scraping

508 where it is one part of a bigger job