Best alternatives to Crawlee in 2026

Writing a basic script to pull data off a website is easy; writing one that still works after the site briefly goes down, blocks your IP address, or serves a slightly different page than expected is a much bigger job. Crawlee exists to handle that unglamorous, reliability-focused plumbing — think of it as the difference between a car that runs and one that also has working brakes, seatbelts, and a spare tire for when things don't go perfectly. Crawlee is an open-source library for Node.js and Python (built by Apify) that provides browser and HTTP-based crawling with a unified API across Playwright, Puppeteer, Cheerio, and JSDOM, plus built-in proxy rotation, session management, automatic retries, URL queue management, and pluggable storage backends (local filesystem, Redis, SQL). With 25,000+ GitHub stars and an active Discord community, it's become one of the standard choices for developers who need to build production-grade crawlers rather than one-off scripts, and it scales from a single script on a laptop to enterprise-level scraping operations.