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-hobby-price-mcp at 55, Scrape.ly at 55, japan-offmall-market-mcp 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.
Outscraper MCP business discovery, Maps intelligence, enrichment, reviews, and contact data.
RegistryRemote
ALicenseAQualityBMaintenanceLicense: A. MIT is a permissive open source license.Quality: A. 90/100 for listing completeness. Lost points: short summary, no docs link.Maintenance: B. Last commit or release 53 days ago.
Give your agent live data from Twitter, Reddit, the web and GitHub. No API keys, no scraping stack.
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 2 months ago.
Google Trends data: interest over time, by region, related queries, and trending now.
RegistryRemote
ALicenseCQualityBMaintenanceLicense: A. MIT is a permissive open source license.Quality: C. 65/100 for listing completeness. Lost points: no listed tools, short summary.Maintenance: B. Last commit or release 2 months ago.
Three MCP tools: fetch_page, fetch_pages_batch, search_web. Ad-free Markdown for AI agents.
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 2 months ago.
Lookout — web answers with source-level proof. Search and fetch citeable excerpts, no API key.
Registry
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.
AI-powered web scraping and data extraction capabilities through ScrapeGraph API
RegistryRemote
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.
Fetch and process content from specified URLs & sources using the Oxylabs Web Scraper API.
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 24 days ago.
Pay-per-call web scraping for AI agents via x402 on Base USDC. Six tools, no signup.
RegistryRemote
ALicenseDQualityCMaintenanceLicense: 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: C. Last commit or release 4 months ago.
Universal web scraper with LLM-ready markdown, RAG chunking, PDF/DOCX support.
Registry
CLicenseDQualityCMaintenanceLicense: C. AGPL-3.0 is a strong copyleft license: derived works must use the same license.Quality: D. 43/100 for listing completeness. Lost points: short README, no listed tools, short summary.Maintenance: C. Last commit or release 4 months ago.
Public read-only MCP for SubcueAI: live pricing, latest desktop version, overview and FAQ.
RegistryRemote
ALicenseBQualityBMaintenanceLicense: A. MIT is a permissive open source license.Quality: B. 81/100 for listing completeness. Lost points: 1 of 2 tools barely described, short summary.Maintenance: B. Last commit or release 2 months ago.
Local-first MCP server for AI visibility, GEO/AEO, llms.txt, and AI crawler readiness audits.
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 2 months ago.
Read any web page as clean Markdown for AI agents: fetch, search, metadata, links. SSRF-safe.
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 2 months ago.
Hundreds of scraping & data APIs through one key. USD pay-per-request, normalized schemas, failover.
RegistryRemote
ALicense–QualityBMaintenanceLicense: A. Apache-2.0 is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: B. Last commit or release 2 months ago.
Reddit trend data over time, with growth for any topic or brand. Free key at trendsmcp.ai
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 2 months ago.
Real-time Amazon, WIPO & PACER data for AI agents — 19 tools via the MCP protocol.
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 2 months ago.
News sentiment scores over time, with growth for any topic. Free key at trendsmcp.ai
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 2 months ago.
Steam concurrent players by game over time, monthly trends and growth. Free key at trendsmcp.ai
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 2 months ago.
TikTok hashtag volume over time, with growth for any hashtag. Free key at trendsmcp.ai
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 2 months ago.
Web scraping tools with Chromium JS rendering, rotating proxies, and AI question answering.
Registry
–License–QualityAMaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: A. Last commit or release 14 days ago.
Web scraping MCP server: any URL to Markdown or JSON, with JavaScript rendering and batch jobs.
RegistryRemote
ALicenseDQualityAMaintenanceLicense: A. Apache-2.0 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 11 days ago.
Web tools for AI agents: scrape pages to Markdown, audit SEO, detect tech stacks, check sitemaps
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 2 months ago.
Wikipedia page views over time, with growth for any article topic. Free key at trendsmcp.ai
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 2 months ago.
News article volume over time, with growth for any topic. Free key at trendsmcp.ai
RegistryRemote
ALicenseBQualityBMaintenanceLicense: A. MIT is a permissive open source license.Quality: B. 75/100 for listing completeness. Lost points: 5 of 5 tools barely described, short summary.Maintenance: B. Last commit or release 2 months ago.
App Store and Play downloads and charts over time, Android uses bundle ID. Free key at trendsmcp.ai
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 2 months ago.
