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firecrawl-agent

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by firecrawl · part of firecrawl/firecrawl-claude-plugin

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

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🧩 One of 7 skills in the firecrawl/firecrawl-claude-plugin package — works on its own, and pairs well with its siblings.

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

Inspect the full instructions your agent will receiveExpand

This is the exact playbook injected into your agent when the skill activates — shown here so you can audit it before installing. You don't need to read it to use the skill.

by firecrawl

AI-powered autonomous extraction. The agent navigates sites and extracts structured data (takes 2-5 minutes). npx skills add https://github.com/firecrawl/firecrawl-claude-plugin --skill firecrawl-agent Download ZIPGitHub152

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

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.

See also