Trafilatura
Open source scraping frameworks give engineering teams full control over their web data pipeline. You choose where to deploy, how to scale, and what data to collect – with no vendor lock-in or per-request pricing. The trade-off is infrastructure maintenance and anti-bot engineering, which commercial APIs handle for you.
✓Structured Output
✓Open Source
✓Self-Hosted Option
Pricing:Free
A focused content extractor built around the algorithm described in the ACL 2021 demo paper. Wins most accuracy benchmarks against open-source competitors and outputs plain text, markdown, or XML – the right default for any Python pipeline that already has the HTML.
Use it when you can fetch the HTML yourself and the page doesn't need JS rendering. Reach for Mozilla Readability instead if your stack is Node, Beautiful Soup if you need raw parsing rather than article extraction, or Firecrawl/Crawl4AI when you also need fetching, rendering, and anti-bot bypass in one call.
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Trafilatura