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firecrawl agent

firecrawl

Web scraping, search, crawling, and browser automation with LLM-optimized markdown output.

firecrawl/cli102.7Kinstalls644starsAutomation

SKILL.md

Full skill instructions

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

OptionDescription
--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
--waitWait for agent to complete
--prettyPretty 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.

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