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firecrawl-agent

Extract structured JSON data from websites using AI and Bash scripts.

Updated Jun 15, 2026
Search Tags:#structured data#data retrieval#AI extraction#JSON output#website scraping
One-click install
npx skills add https://github.com/ironkid90/lucky5-v8 --skill firecrawl-agent-ironkid90
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: firecrawl-agent
Source: https://github.com/ironkid90/lucky5-v8/tree/main/plugins/skills/firecrawl-agent
Command: npx skills add https://github.com/ironkid90/lucky5-v8 --skill firecrawl-agent-ironkid90

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires firecrawl, and includes scripts (resource) components.

What problem does it solve?

Extracts structured data from complex websites, saving time and reducing the need for manual scraping.

Core Features & Use Cases

  • AI-Powered Extraction: Navigates websites and extracts structured JSON data.
  • Flexible Triggers: Triggers on specific commands or JSON schema input.
  • Use Case: Use this skill to extract product listings, pricing tiers, or directory entries from a website and receive the data in structured JSON format.

Quick Start

Extract all pricing tiers from a website by running: firecrawl agent "extract all pricing tiers" --wait -o .firecrawl/pricing.json

Frequently Asked Questions about firecrawl-agent

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I extract structured data from a website into JSON format?▼

You can extract structured data from websites by providing a JSON schema input or specific command triggers to navigate complex sites and output structured JSON. This supports multi-page extraction to capture complete datasets.

What is the best way to scrape product listings and pricing tiers from complex websites?▼

Scraping product listings and pricing tiers is handled by AI-powered website navigation that targets specific page elements and outputs the structured data directly into a JSON file for immediate use.

Can I use a JSON schema to define what data I want to extract from web pages?▼

Yes, JSON schema input is supported to define the exact structured data you want to extract. The AI uses this schema to navigate websites and return data matching your specified format.

Do I need firecrawl tools to extract structured data from multi-page websites?▼

Yes, firecrawl tools are required as a dependency for website navigation and data extraction. They enable the multi-page crawling and AI extraction capabilities needed to gather structured data.

How do I extract directory entries from a website and save the output as a JSON file?▼

You can extract directory entries by running a command with an output flag directing the results to a JSON file. The AI navigates the website structure and saves the structured data automatically.

Does AI-powered website scraping work for extracting data across multiple pages?▼

Yes, multi-page extraction is supported to gather structured data across complex websites. The AI navigates through linked pages to compile complete datasets into a structured JSON output.

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