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Scrapfly ranks top JavaScript web scraping libraries for 2026

Scrapfly published a guide ranking eight JavaScript and Node.js libraries for web scraping, covering HTTP clients, parsers, headless browsers, and the Crawlee framework.

Markdown twin JSON

Open Source & Tooling Primary source analysis / significance 2

Briefing

Why it matters

This guide provides practitioners with a curated, layer-by-layer comparison of the current JS scraping ecosystem, helping teams choose the right tools for their stack. It reflects the ongoing maturation of Node.js as a primary language for extraction work, and the growing importance of frameworks like Crawlee for managing complexity.

Sources

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Will any of the listed libraries gain significant adoption over Puppeteer or Playwright in production scraping pipelines?

Topics: Scrapfly, Crawlee, javascript, node-js, web-scraping, libraries, crawlee, headless-browsers