Web Scraping MCP Servers
Extract structured data from web pages — crawling, HTML parsing, and content extraction at scale.
For agents that need to pull data off the open web.
All MCPsWeb ScrapingDatabase AdministrationDevOps & CI/CDBrowser AutomationSearch & ResearchFull-Stack CodingDocuments & FilesCommunicationData & AnalyticsProductivity & Memory
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Verified
Browserbase
Cloud browser automation via Browserbase and Stagehand — no local browser, display, or Playwright install required.
Browser AutomationWeb Scraping3.4KFreemium
F
Verified
Firecrawl
Official Firecrawl MCP server — web search, scraping, and crawling that returns clean, agent-ready markdown instead of raw HTML.
Web ScrapingSearch & Research7.2KFreemium
P
Verified
Playwright
Fast, deterministic browser automation via accessibility snapshots — no screenshots required.
Browser AutomationWeb Scraping36KFree