
firecrawl-agent
✓ Official★ 152by firecrawl · part of firecrawl/firecrawl-claude-plugin
AI-powered autonomous extraction. The agent navigates sites and extracts structured data (takes 2-5 minutes).
AI-powered autonomous extraction. The agent navigates sites and extracts structured data (takes 2-5 minutes).
Inspect the full instructions your agent will receiveExpandCollapse
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
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firecrawl agent
AI-powered autonomous extraction. The agent navigates sites and extracts structured data (takes 2-5 minutes).
When to use
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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
--waitto get results inline. Without it, returns a job ID. -
Use
--schemafor predictable, structured output — otherwise the agent returns freeform data. -
Agent runs consume more credits than simple scrapes. Use
--max-creditsto cap spending. -
For simple single-page extraction, prefer
scrape— it's faster and cheaper.
See also
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firecrawl-scrape — simpler single-page extraction
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firecrawl-interact — scrape + interact for manual page interaction (more control)
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firecrawl-crawl — bulk extraction without AI
npx skills add https://github.com/firecrawl/firecrawl-claude-plugin --skill firecrawl-agentRun this in your project — your agent picks the skill up automatically.
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 " " --wait -o .firecrawl/features.json
No common issues documented yet. If you hit a problem, the repository's GitHub Issues page is the best place to look.