Web scraping MCP servers fetch pages and return clean text or structured data. Check whether a server renders JavaScript, respects robots.txt, and caps how many pages one request can crawl. 891 published MCP servers match this ranking. The highest trust scores right now are quantumproxies-mcp at 55, mcp-gtm-hiring-signal-scraper at 55, Clawifi at 55. The order is the published trust score: registry record, license, maintenance, popularity, documentation, and security signals. Featured slots, when an editor sets them, are labeled and do not change the score. Best web scraping MCP servers is not a paid placement.
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Every server that matches this ranking, ordered by trust score.
TikTok videos, profiles, hashtags, search, comments and followers as JSON. No login. $0.35/1k videos
RegistryRemote
ALicense–QualityAMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: A. Last commit or release 18 days ago.
Web data tools: Threads, Yelp, YouTube/TikTok transcripts, Google Trends, Airbnb, Jumia prices.
RegistryRemote
ALicense–QualityBMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: B. Last commit or release 42 days ago.
LinkedIn job listings as JSON: salary, recruiter, applicants, company data. No login. From $0.40/1k
RegistryRemote
ALicense–QualityAMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: A. Last commit or release 19 days ago.
domscout browser API as MCP tools: screenshots, Markdown, structured data, page automation, crawls.
Registry
ALicenseBQualityBMaintenanceLicense: A. MIT is a permissive open source license.Quality: B. 70/100 for listing completeness. Lost points: short README, 10 of 10 tools barely described, short summary.Maintenance: B. Last commit or release 36 days ago.
Ranked feed of AI-agent-solvable bounties, scored for solvability and competition.
RegistryRemote
ALicense–QualityAMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: A. Last commit or release 9 days ago.
Live official fuel station prices for France, Spain, Italy and Western Australia in one schema.
RegistryRemote
ALicense–QualityBMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: B. Last commit or release 35 days ago.
19 market-data tools for AI agents: company KYC, SEC filings, patents, auctions, tenders
RegistryRemote
ALicense–QualityBMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: B. Last commit or release 47 days ago.
ALicense–QualityAMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: A. Last commit or release 20 days ago.
Web infrastructure for AI agents: scrape, crawl and search the web, run browsers and agents.
RegistryRemote
ALicense–QualityAMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: A. Last commit or release 6 days ago.
Web data, SEO, domain, company, trends, OCR, document and image tools for AI assistants via Apify.
Registry
ALicenseAQualityBMaintenanceLicense: A. MIT is a permissive open source license.Quality: A. 91/100 for listing completeness. Lost points: short summary.Maintenance: B. Last commit or release 46 days ago.
Verify before your agent acts on data it paid for. Signed verdicts, checkable offline, via x402.
RegistryRemote
ALicense–QualityBMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: B. Last commit or release 38 days ago.
Turns any web page into clean Markdown, page metadata and classified links for LLMs.
Registry
ALicense–QualityAMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: A. Last commit or release 10 days ago.
Clean Markdown from any URL with Litmus trust signals. $0.005 per page via x402, no account.
RegistryRemote
ALicense–QualityAMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: A. Last commit or release 12 days ago.
Tech stack, company profile, sitemap, URL status and EU fuel price tools, pay per result.
RegistryRemote
ALicense–QualityBMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: B. Last commit or release 41 days ago.
Read any page with its JavaScript run: Markdown, screenshots, metadata, console errors, Lighthouse.
RegistryRemote
ALicense–QualityAMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: A. Last commit or release 27 days ago.
Web intelligence for AI agents: fetch, render, extract, research. x402 micropayments, no API keys.
Registry
ALicense–QualityAMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: A. Last commit or release 18 days ago.
YouTube videos and channels with top comments in the same row, plus dislike estimates. No API key.
RegistryRemote
ALicenseCQualityAMaintenanceLicense: A. MIT is a permissive open source license.Quality: C. 65/100 for listing completeness. Lost points: no listed tools, short summary.Maintenance: A. Last commit or release 24 days ago.
All public upAPI operations as MCP tools: web scraping, search, screenshots, PDF, OCR and more.
RegistryRemote
ALicenseAQualityAMaintenanceLicense: A. MIT is a permissive open source license.Quality: A. 91/100 for listing completeness. Lost points: short summary.Maintenance: A. Last commit or release 7 days ago.
Free AI-readiness audit of any URL: AI crawler rules, JS-free text, JSON-LD, llms.txt. Tool catalog.
RegistryRemote
ALicense–QualityBMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: B. Last commit or release 46 days ago.
Live web access for agents: scrape, SERP search, crawl/map, 100+ collectors, datasets, proxies.
RegistryRemote
ALicense–QualityBMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: B. Last commit or release 36 days ago.
Customer-voice research: scrape reviews and comments from 30+ sites, find ads, hooks, creators.
RegistryRemote
ALicense–QualityAMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: A. Last commit or release 14 days ago.
Web scraping for agents: scrape, crawl, map, search and extract pages as clean markdown or JSON.
RegistryRemote
CLicense–QualityAMaintenanceLicense: C. AGPL-3.0 is a strong copyleft license: derived works must use the same license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: A. Last commit or release 27 days ago.
Web scraping for AI agents. Extract text and metadata from any URL worldwide. $0.005/page.
RegistryRemote
–License–Quality–MaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: Not graded. No commit or release date has been recorded.
12 free tools: PDF, OCR, QR codes, audio transcription, URL scraping, Excel, Word. No key needed.
RegistryRemote
–License–Quality–MaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: Not graded. No commit or release date has been recorded.
