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 Japan E-Commerce & Secondary Market Search MCP at 56, crawlforge-mcp-server at 55, japan-market-data 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.
Read any page past its anti-bot wall, crawl sites, search without an API key, solve captchas locally
Registry
CLicense–QualityBMaintenanceLicense: 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: B. Last commit or release 31 days ago.
All HasData scraping tools in one MCP server: Google, TikTok, Instagram, maps, e-commerce and more.
RegistryRemote
ALicenseBQualityAMaintenanceLicense: A. MIT is a permissive open source license.Quality: B. 80/100 for listing completeness. Lost points: 31 of 40 tools barely described, short summary.Maintenance: A. Last commit or release 27 days ago.
Public Instagram profiles and post feeds by handle, with hashtags and mentions parsed.
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 10 days ago.
Autonomous web crawler. 17 browser tools + goal-driven run_goal agent. Single binary, stealth.
Registry
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 11 days ago. Down one letter for 23 open issues against 15 stars.
Public TikTok profiles, videos, comments and keyword search as JSON. No developer 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 10 days ago.
Glassdoor job listings and full postings with company ratings and salary estimates, as JSON.
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 10 days ago.
Indeed job listings by keyword and location, and full postings, as structured JSON.
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 10 days ago.
Booking.com stays by destination and dates, and full property details, as structured JSON.
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 10 days ago.
Public Facebook pages and profiles with likes, followers, contact details and posts, as JSON.
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 10 days ago.
Redfin for-sale, for-rent and sold listings plus full property pages, as structured JSON.
RegistryRemote
ALicenseBQualityAMaintenanceLicense: A. MIT is a permissive open source license.Quality: B. 77/100 for listing completeness. Lost points: 15 of 17 tools barely described, short summary.Maintenance: A. Last commit or release 10 days ago.
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 50 days ago.
AliExpress (Ali Express, 速卖通) product search: prices, orders, variants, shipping and reviews.
RegistryRemote
ALicenseDQualityAMaintenanceLicense: A. MIT is a permissive open source license.Quality: D. 43/100 for listing completeness. Lost points: short README, no listed tools, short summary.Maintenance: A. Last commit or release 5 days ago.
Hosted LinkedIn Pages MCP server, with each action switched on or off per account.
RegistryRemote
ALicenseDQualityAMaintenanceLicense: 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: A. Last commit or release 29 days ago.
Validate EU VAT numbers against the official VIES service with a local pre-check.
RegistryRemote
ALicenseDQualityAMaintenanceLicense: 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: A. Last commit or release 9 days ago.
A deterministic daily ethics feed for AI agents, from a four-module curriculum.
RegistryRemote
ALicenseDQualityAMaintenanceLicense: 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: A. Last commit or release 9 days ago.
Human-verified daily catalog of free and cheap AI model API credits and token promos.
RegistryRemote
ALicenseDQualityAMaintenanceLicense: 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: A. Last commit or release 9 days ago.
Live Google, Bing, Amazon, Maps, Yelp & app store data. As low as $0.15/1K successes; failures free.
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 45 days ago.
1688 (阿里巴巴1688) and Alibaba.com wholesale products, MOQ, suppliers and store reviews.
RegistryRemote
ALicenseDQualityAMaintenanceLicense: A. MIT is a permissive open source license.Quality: D. 43/100 for listing completeness. Lost points: short README, no listed tools, short summary.Maintenance: A. Last commit or release 5 days ago.
Check what AI crawlers may read and what a page permits, generate llms.txt and schema.
Registry
ALicenseDQualityAMaintenanceLicense: 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: A. Last commit or release 10 days ago.
Douyin (抖音, Chinese TikTok) video search, video details, comments, creators and shop products.
RegistryRemote
ALicenseDQualityAMaintenanceLicense: A. MIT is a permissive open source license.Quality: D. 43/100 for listing completeness. Lost points: short README, no listed tools, short summary.Maintenance: A. Last commit or release 5 days ago.
G2 (G2 Crowd), Capterra, TrustRadius and Gartner Peer Insights software reviews for AI agents.
RegistryRemote
ALicenseDQualityAMaintenanceLicense: A. MIT is a permissive open source license.Quality: D. 43/100 for listing completeness. Lost points: short README, no listed tools, short summary.Maintenance: A. Last commit or release 5 days ago.
Reddit posts and comments by keyword, subreddit, or thread URL, no Reddit login or API key
Registry
ALicenseDQualityAMaintenanceLicense: A. MIT is a permissive open source license.Quality: D. 43/100 for listing completeness. Lost points: short README, no listed tools, short summary.Maintenance: A. Last commit or release 6 days ago.
Local macOS 27 desktop automation through MCP on Apple silicon.
Registry
ALicenseDQualityAMaintenanceLicense: 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: A. Last commit or release 18 days ago.
Check a lead file before import: duplicates, bad emails, MX, websites, and one verdict per row
Registry
ALicenseDQualityAMaintenanceLicense: A. MIT is a permissive open source license.Quality: D. 43/100 for listing completeness. Lost points: short README, no listed tools, short summary.Maintenance: A. Last commit or release 6 days ago.