Scrapling

Adaptive, high-performance Python web scraping library. 774x faster than BeautifulSoup. Auto-relocates elements when websites change structure.

Key capabilities: HTTP/browser fetching, Cloudflare bypass, adaptive selectors, Spider crawling framework, proxy rotation, CLI tools, MCP server for AI agents.

v0.4 breaking changes: css_first()/xpath_first() are removed — use .css('.sel').first or .css('.sel').get() instead. css('::text') and css('::attr()') now return Selector objects (not TextHandler). Response.body is always bytes.

Quick Start

from scrapling.fetchers import Fetcher

page = Fetcher.get('https://example.com')
titles = page.css('.title::text')
links = page.css('a.link::attr(href)').getall()