Unlock the full potential of modern web scraping by combining Python, Scrapy, and Playwright to extract data from dynamic, JavaScript-heavy sites—exemplified by LEGO product pages. This talk introduces Model Context Protocol (MCP) servers for orchestrating advanced data fetching, refining CSS selectors, and integrating Large Language Models for automated code suggestions. Learn how to scale ethically, handle concurrency, and respect site policies, while maintaining flexible, maintainable pipelines for diverse use cases from research to robotics.