Scrapling is an adaptive web scraping framework by D4Vinci that handles everything from single HTTP requests to full-scale crawls. It uses intelligent similarity algorithms to track elements even when website structures change, eliminating scraper breakage. It features multiple fetchers including StealthyFetcher with Cloudflare bypass, DynamicFetcher with Playwright automation, and a Scrapy-like Spider API with concurrency control. A built-in MCP server enables AI-assisted scraping with Claude and other tools, minimizing token usage by extracting targeted content before passing to AI.