firecrawl-scraper

Extracts Rajasthan government training data and converts it to JSON for analysis.

1|1|Updated Jan 7, 2026
One-click install
npx skills add https://github.com/Bobby44-max/boston-luxury-re-producer --skill firecrawl-scraper-bobby44-max
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: firecrawl-scraper
Source: https://github.com/Bobby44-max/boston-luxury-re-producer/tree/main/.claude/skills/firecrawl-scraper
Command: npx skills add https://github.com/Bobby44-max/boston-luxury-re-producer --skill firecrawl-scraper-bobby44-max

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Firecrawl automates the extraction of structured property data from real estate listing pages, saving hours of manual data collection and reducing errors in data feeds for video and marketing content.

Core Features & Use Cases

  • Automated Listing Data Extraction: Convert listing pages from Zillow, Redfin, Realtor.com, Trulia, Homes.com, MLS sites, and broker pages into a consistent JSON schema.
  • Site Rendering & Anti-Bot Handling: Manage JavaScript-rendered content and anti-bot measures to retrieve accurate property details.
  • Use Case: Real estate teams publish video scripts, captions, and assets by feeding a URL into Firecrawl to produce ready-to-use property data.

Quick Start

Provide a listing URL and receive a JSON payload matching the Property Schema.

Frequently Asked Questions about firecrawl-scraper

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

FAQPage Schema
How do I extract structured property data from a Zillow or Redfin listing URL?

Extract structured property data by supplying a listing URL to process pages from Zillow or Redfin. The tool returns JSON conforming to a Property Schema, handling JavaScript rendering and anti-bot challenges to capture accurate real estate details.

Does web scraping work on dynamically rendered real estate sites like Trulia and Realtor.com?

Web scraping works on dynamically rendered real estate sites like Trulia and Realtor.com. The extraction process manages JavaScript-rendered content and anti-bot measures to retrieve accurate property details from these complex listing pages.

How do I convert MLS listing pages into a consistent JSON format?

Convert MLS listing pages into a consistent JSON format by inputting the URL for extraction. The process validates results against a Property Schema, providing robust error handling and sensible defaults to ensure structured real estate data.

Can I use extracted real estate data for video generation and marketing content?

You can use extracted real estate data for video generation and marketing content. The structured JSON output provides ready-to-use property data, enabling real estate teams to automate publishing scripts, captions, and assets.

What happens if property data extraction fails or returns incomplete results?

If property data extraction fails or returns incomplete results, the process applies robust error handling with sensible defaults. It validates all retrieved data against the Property Schema to ensure consistent JSON output.

How do I automate real estate data feeds from multiple broker websites?

Automate real estate data feeds from multiple broker websites by processing their listing URLs. The extraction handles various major sites and broker pages, converting them into a consistent JSON schema to reduce manual collection errors.