firecrawl-agent
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.
Install
Install this Claude and Codex skill with the command below. The command stays visible even when copy support is unavailable.
git clone https://github.com/firecrawl/cli /tmp/cli && ln -s /tmp/cli/skills/firecrawl-agent ~/.claude/skills/firecrawl-agentFrom README
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 | Starting URLs for the agent | | --model | Model to use: spark-1-mini or spark-1-pro | | --schema | JSON schema for structured output | | --schema-file | Path to JSON schema file | | --max-credits | Credit limit for this agent run | | --wait | Wait for agent to complete | | --pretty | Pretty print JSON output | | -o, --output | 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.