SMRTR ProgrammingMar 23, 2026Github

Scrapling – ️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!

SMRTR summary

Scrapling is an adaptive web scraping framework for Python that handles everything from single requests to full-scale crawls. It features intelligent element tracking that adapts to website changes, automatic Cloudflare bypass capabilities, concurrent spider crawling with pause/resume functionality, and multiple session types including HTTP and browser automation. The framework outperforms popular alternatives like BeautifulSoup and includes CLI tools, MCP server integration, and Docker support.

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