Agent skill · data analytics · aiskillstore
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.
Why this skill is useful
Provides specific commands and structured extraction patterns for navigating complex websites that the AI wouldn't reliably generate on its own.
What it needs
Requires firecrawl installed locally. About 1k tokens when loaded. Last updated 2026-08-07. 405 stars on the source repository.
What this skill does
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 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 firecrawl-scrape — simpler single-page extraction firecrawl-interact — scrape + interact for manual page interaction (more control) firecrawl-crawl — bulk extraction without AI
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills aiskillstore/firecrawl-agent