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firecrawl-agent

Extract structured JSON data from multi-page websites via autonomous navigation.

Updated Aug 23, 2026
Search Tags:#pricing#json#web-scraping#extract#structured-data#autonomous-agent#catalogs
One-click install
npx skills add https://github.com/harsh-pandhe/pod-transit --skill firecrawl-agent-harsh-pandhe
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: firecrawl-agent
Source: https://github.com/harsh-pandhe/pod-transit/tree/main/.agents/skills/firecrawl-agent
Command: npx skills add https://github.com/harsh-pandhe/pod-transit --skill firecrawl-agent-harsh-pandhe

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

AI-powered autonomous extraction that navigates complex sites and returns structured JSON. This enables rapid conversion of web content into machine-readable data.

Core Features & Use Cases

  • Autonomous navigation and data extraction from multi-page sites
  • Output in structured JSON using optional schemas for predictable results
  • Use cases include pricing tables, product catalogs, and directory listings

Quick Start

Tell the agent to extract pricing details from a site and save them to .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 JSON data from multi-page websites like product catalogs?▼

Structured data extraction from complex websites uses an autonomous AI agent to navigate pages and return machine-readable JSON output. It applies to pricing pages, product catalogs, and directory listings requiring multi-page navigation.

Can I define a JSON schema for predictable web scraping output?▼

Web scraping output supports optional JSON schemas to ensure predictable results. This allows you to define the exact structure of extracted data from pricing tables, catalogs, and directory listings.

How do I scrape pricing pages and save the results as structured data?▼

To scrape pricing pages, instruct the agent to extract pricing details and save them to a local path like .firecrawl/pricing.json. The autonomous agent navigates the site and outputs the results as structured JSON.

What is the best way to automate directory listings extraction into JSON?▼

Automating directory listings extraction is best done using an autonomous agent that navigates multi-page sites and outputs structured JSON. Results are typically returned within a few minutes for fast processing.

Does autonomous data extraction work without manual page navigation?▼

Autonomous data extraction works without manual page navigation because an AI agent independently navigates complex websites. It handles multi-page traversal and returns structured JSON output automatically.

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