Scrapling is an adaptive Python web-scraping framework that covers both simple page fetching and larger concurrent crawling jobs. Its parser is designed to recover elements when website structures change, while its fetching layer includes features for handling modern JavaScript-heavy sites and anti-bot protections.

The framework also provides spiders, multi-session crawling, pause and resume, proxy rotation, a CLI, and MCP support. Scrapling is useful for developers building data-collection pipelines, monitoring systems, research tools, or AI agents that need reliable access to changing websites without assembling separate libraries for parsing, browser automation, proxy management, and crawl orchestration.