firecrawl-agent

AI-powered autonomous extraction of structured data from complex multi-page websites. AI-powered autonomous extraction. The agent navigates sites and extracts structured data (takes 2-5 minutes). - Navigates sites intelligently to locate and extract data, returning results as JSON with optional schema validation - Supports custom JSON schemas for predictable structured output, or freeform extraction when schema is not provided - Offers two model tiers (spark-1-mini and spark-1-pro) with credit limits and optional waiting for inline results - Best suited for multi-page extraction tasks; use simpler scrape or crawl skills for single-page or bulk extraction without AI reasoning - You need structured data from complex multi-page sites - Manual scraping would require navigating many pages - You want the AI to figure out where the data lives - Always use --wait to get results inline. Without it, returns a job ID. - Use --schema for predictable, structured output — otherwise the agent returns freeform data. - Agent runs consume more credits than simple scrapes. Use --max-credits to cap spending.