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

# Focus on specific pages
firecrawl agent "get feature list" --urls "<url>" --wait -o .firecrawl/features.json

Options

| Option | Description | | ---------------------- | ----------------------------------------- | | --urls <urls> | Starting URLs for the agent | | --model <model> | Model to use: spark-1-mini or spark-1-pro | | --schema <json> | JSON schema for structured output | | --schema-file <path> | Path to JSON schema file | | --max-credits <n> | Credit limit for this agent run | | --wait | Wait for agent to complete | | --pretty | Pretty print JSON output | | -o, --output <path> | Output file path |

Tips

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.
For simple single-page extraction, prefer scrape — it's faster and cheaper.

Firecrawl Agent