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 Prerender Buddy at 55, x402-scrape-mcp at 55, dotrepo 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.
Browserless MCP — wraps the Browserless headless-Chromium REST API (browserless.io)
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.
Web search and page extraction for agents, returned as readable text rather than raw JSON.
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 20 days ago.
Apify is the world's largest marketplace of tools for web scraping, data extraction, and web automation. You can extract structured data…
ALicenseDQuality–MaintenanceLicense: A. MIT License is a permissive open source license.Quality: D. 53/100 for listing completeness. Lost points: short README, no listed tools.Maintenance: Not graded. No commit or release date has been recorded.
MCP server for AI agents to search major Chinese internet platforms with local-first login support.
Registry
ALicense–QualityCMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: C. Last commit or release 3 months ago.
Web scraping MCP — extract clean markdown, links, and metadata from any URL.
Registry
ALicense–QualityCMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: C. Last commit or release 2 months 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 5 days ago.
24 public-data Apify actors (sanctions, SEC Form D, WARN, FMCSA, SEO, jobs) as MCP tools.
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 15 days ago.
Read, crawl and act on websites, signed in as the user, and turn any site into an API.
RegistryRemote
ALicenseAQualityAMaintenanceLicense: A. MIT is a permissive open source license.Quality: A. 94/100 for listing completeness. Lost points: 1 of 31 tools barely described, short summary.Maintenance: A. Last commit or release 29 days ago.
Create and manage residential and mobile proxies: geo targeting, usage limits, spend reports.
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 16 days ago.
Run Scrapeer visual web-scraping flows from AI agents.
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 23 days ago.
E-commerce sales signals: Amazon bestsellers and reviews, eBay sold prices, TikTok Shop, Etsy sales.
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 5 days ago.
Drive and scrape your existing Chrome profile from any AI assistant — no headless browser.
Registry
ALicenseBQualityAMaintenanceLicense: A. ISC is a permissive open source license.Quality: B. 74/100 for listing completeness. Lost points: 23 of 28 tools barely described, short summary, no docs link.Maintenance: A. Last commit or release 12 days ago.
E-commerce search results and product rankings across Amazon, eBay, Walmart, Google Shopping, Etsy.
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 5 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 5 days ago.
Scrape the FAA Aircraft Registry by N-number — aircraft make, model, year, owner name, address, airw
RegistryRemote
Deprecated
–License–QualityFMaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: F. The listing is marked deprecated.
⚠️ DEPRECATED — G2's Cloudflare anti-bot defeats free scraping. Not commercially viable without paid
RegistryRemote
Deprecated
–License–QualityFMaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: F. The listing is marked deprecated.
Zillow real estate listings for sale, rent, and sold, via an Apify Actor, hosted MCP.
RegistryRemote
Deprecated
–License–QualityFMaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: F. The listing is marked deprecated.
Public tenders and contract awards from EU TED and UK Find a Tender, with buyer, value and deadline.
RegistryRemote
Deprecated
–License–QualityFMaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: F. The listing is marked deprecated.
Extract web pages, crawl and map sites, search the web. Extract needs no key; other tools need one.
RegistryRemote
Deprecated
–License–QualityFMaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: F. The listing is marked deprecated.
B2B lead generation MCP server - 20+ scrapers, email finder, skip trace, and more.
Registry
–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.
Web search for AI agents — 5 tools: search, news, images, scrape, research. x402/USDC or API key.
Registry
Deprecated
ALicense–QualityFMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: F. The repository is archived.
Scrape Twitter/X profiles, tweets, search. No API key. Structured JSON. x402 pay-per-call.
RegistryRemote
ALicenseDQualityBMaintenanceLicense: A. MIT is a permissive open source license.Quality: D. 48/100 for listing completeness. Lost points: short README, no listed tools, short summary.Maintenance: B. Last commit or release 2 months ago.
Public web data for AI agents: scrape any page, plus Google, TikTok, Instagram and Amazon as JSON.
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.
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.
