firecrawl-agent

AI-powered autonomous extraction of structured data from complex multi-page websites.

- 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

firecrawl agent

AI-powered autonomous extraction. The agent navigates sites and extracts structured data (takes 2-5 minutes).

When to use

- 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

Quick start

# Extract structured data
firecrawl agent "extract all pricing tiers" --wait -o .firecrawl/pricing.json

# With a JSON schema for structured output
firecrawl agent "extract products" --schema '{"type":"object","properties":{"name":{"type":"string"},"price":{"type":"number"}}}' --wait -o .firecrawl/products.json