firecrawl-agent — Skills — getagentictools

What it does

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.

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

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

Source

Repository: https://github.com/firecrawl/cli

firecrawl-agent FAQ

What does the firecrawl-agent skill do?

| AI-powered autonomous data extraction that navigates complex sites and returns structured JSON. Use this skill when the user wants structured data from websites, needs to extract pricing tiers, product listings, directory entries, or any data as JSON with a schema. Triggers on "extract structured data", "get all the products", "pull pricing info", "extract as JSON", or when the user provides a JSON schema for website data. More powerful than simple scraping for multi-page structured extraction. You need structured data from complex multi-page sites Manual scraping would require navigating many pages

What does firecrawl-agent require?

You need structured data from complex multi-page sites Manual scraping would require navigating many pages

How do I install firecrawl-agent?

Run: npx -y skills add https://github.com/firecrawl/cli --skill firecrawl-agent --agent claude-code — the source lives at github.com/firecrawl/cli.

Maintain firecrawl-agent?

Let people know it's listed here — add the badge (live metrics, light/dark aware) or a plain link to your README or docs.

[![firecrawl-agent on getagentictools](https://getagentictools.com/badge/skills/firecrawl-cli-firecrawl-agent.svg)](https://getagentictools.com/skills/firecrawl-cli-firecrawl-agent?ref=badge)

npx agentictools info skills/firecrawl-cli-firecrawl-agent

The second line is the CLI lookup for this page — handy in READMEs and docs.