Scrape Booking.com hotel listings and prices via a Chrome debugger connection.
npx skills add https://github.com/AgentComputerAI/torch --skill booking-agentcomputerai
Please help me install this Agent Skill. Skill: booking Source: https://github.com/AgentComputerAI/torch/tree/main/skills/sites/booking Command: npx skills add https://github.com/AgentComputerAI/torch --skill booking-agentcomputerai
Booking.com blocks simple HTTP requests with a CloudFront JavaScript challenge and renders hotel listings only after client‑side execution, making traditional scraping ineffective.
data-testid="property-card" elements and extracts comprehensive hotel details, including price, review score, distance, and images.Use the booking skill to retrieve all hotel listings for Tokyo on Booking.com for a two‑night stay starting two weeks from today.
High-intent search queries and answers about installing and using this skill.
To scrape Booking.com hotel listings blocked by CloudFront, you must connect to a real Chrome instance via a debugger connection. This approach bypasses the JavaScript challenge by waiting for client-rendered property cards to load before extracting hotel details, prices, and images.
Yes, you can extract hotel prices and review scores for specific dates. The scraping process constructs Booking.com URLs with your desired check-in and check-out parameters, ensuring the retrieved property card data matches the exact date range queried.
Pagination is handled by repeatedly clicking the Load more results button on the Booking.com search page. The scraper continues loading and extracting new property cards until no additional hotel listings appear on the page.
Yes, you need a real Chrome instance reachable at 127.0.0.1:9222 to scrape Booking.com data. This local debugger connection is required to execute the client-side JavaScript that renders the hotel listings and bypasses CloudFront protections.
Traditional HTTP requests fail to scrape Booking.com because CloudFront serves a JavaScript challenge that must be executed client-side. Without a real Chrome browser to render the page, the hotel listings, prices, and related details are never loaded into the DOM.
Scraping Booking.com property cards extracts comprehensive hotel details including prices, review scores, distances, and images. The process specifically targets client-rendered elements containing these data fields for every loaded listing.
mksgluConnect AI agents to a running Chrome instance via the Chrome DevTools Protocol.
bethzyyAutomate hotel search, filtering, and detail retrieval via the RollingGo CLI.
clawdbrunnerAutomate CAPTCHA solving for browser automation with layered solvers.
marvinbissDetect Supabase backend usage in web applications via client-side code and API endpoints.