Use when scraping Madlan rental listings for a specific city and room count — calls Madlan's internal GraphQL API directly via a Node.js script (no browser, no CAPTCHA).
Use when checking if a listing URL is already cached, adding new listings to the cache, or updating the notified flag after Telegram operations
Use when sending new rental listings to Telegram — sends each listing as a separate formatted message via the Telegram Bot API
Use when scraping Facebook group rental listings using Chrome DevTools MCP tools — requires user to be logged into Facebook in their local Chrome browser
Use when orchestrating a full apartment search run — reads config, fans out parallel scraper agents per platform, collects results, deduplicates against cache, and sends Telegram notifications for new listings
Use when scraping WinWin rental listings for a specific city and room count — uses web_search to find listings then web_fetch on each individual listing page to extract full details
Use when scraping Yad2 rental listings for a specific city and room count — uses web_search to find the listing page then web_fetch on each individual listing to extract full details