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crawlee alternatives

Curated alternatives to crawlee — and why you'd switch.

scrapy

The veteran Python web crawling framework: spiders, middlewares, pipelines and battle-tested scheduling — 60k+ stars and still the reference architecture for structured scraping.

Why switchSame job — a production crawling framework. Scrapy is the fifteen-year Python veteran with the deepest ecosystem; Crawlee is TypeScript-native with headless-browser switching and anti-blocking as defaults rather than plugins.
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Scrapling

Adaptive Python scraping framework: selectors that relearn when sites redesign, stealth fetchers that pass Cloudflare, spiders with proxy rotation and an MCP server — request to full crawl.

Why switchThe two modern anti-bot-aware crawling frameworks, split by language: Scrapling for Python (adaptive parsing, MCP server), Crawlee for Node/TypeScript (browser switching, Apify ecosystem).
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autoscraper

Learn-by-example Python scraper: give it a URL and sample values you want, it infers the extraction rules and reapplies them to similar pages. Tiny, fast, zero selectors.

Why switchSame scraping job, opposite shapes: autoscraper is 500 lines of learn-by-example rule inference in Python; Crawlee is the production TypeScript framework with queues, proxies and anti-blocking.
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