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: 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. Number 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.

Best fit

1,105 made for this, ranked by starsRemoteLocal
  1. 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.
  2. 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.
  3. 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.
  4. 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.
  5. 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.
  6. 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.
  7. 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.
  8. 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.
  9. 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.
  10. 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.
  11. 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.
  12. 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.
  13. 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.
  14. 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.
  15. Omnisearch @spences10/mcp-omnisearchMCP server for integrating Omnisearch with LLMs4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.352 GitHub stars.
  16. SpotifyScraper @aliakhtari78/spotifyscraperPublic Spotify metadata, lyrics and podcasts for LLM agents. No API key, read-only.12% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.316 GitHub stars.
  17. Google Surf @harimxchoi/google-surf-mcpWeb, academic and code search with graph RAG, data lineage, ontology and cross-project schema links.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.291 GitHub stars.
  18. OpenBrowser AI @openbrowser/openbrowser-aiAI browser automation. Write async Python to navigate, click, type, and extract data.8% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.275 GitHub stars.
  19. PyScrappy @mldsveda/pyscrappyWeb-scraping toolkit with 22 tools for structured web data as JSON for AI agents.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.260 GitHub stars.
  20. TinySearch @marcellm01/tinysearchSelf-hosted web research for MCP agents.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.232 GitHub stars.
  21. TinySearch @tinysuitehq/tinysearchFast discovery search and self-hosted web research for MCP agents.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.230 GitHub stars.

Also touches on Web scraping

187 where it is one part of a bigger job