MCPs for extracting data from websites
Web scraping MCP servers expose tools to fetch, render, and parse web pages into clean structured data. Firecrawl, Apify, and BrowserBase handle JS rendering and bot protection transparently. They are the default input layer for agents that monitor the public web.
Web scraping MCPs let agents extract structured data from any website — pricing pages, job boards, competitor sites, Product Hunt, SERPs. They handle JavaScript rendering, anti-bot bypass, and rate limiting for you.
Schedule a Firecrawl scrape of any website and store the structured results directly in a Supabase table for analysis.
Run Tavily searches on scheduled topics and index the results in Supabase for trend analysis and content research.
Run daily Perplexity searches on competitors and log product updates, pricing changes, and news to a Notion tracker.
Scrape Product Hunt daily with Firecrawl and send trending posts in your category to Slack so your team never misses a launch.
Yes — Firecrawl, BrowserBase, and Playwright MCPs run a headless browser by default, so modern SPAs render correctly before extraction.
Scraping publicly available data is generally legal, but respect robots.txt, rate limits, and site Terms of Service. For regulated data (medical, financial), consult a lawyer.
They rotate residential proxies, randomize headers, solve CAPTCHAs, and respect rate limits — all transparently. Firecrawl and BrowserBase are particularly robust.
Yes, if you authenticate first. Playwright and BrowserBase MCPs support stored cookies and login flows for authenticated scraping.
Browse the full marketplace or explore all tags to find the right MCPs for your stack.