head to head · open source
Scrapegraph-ai vs crawlee
Scrapegraph-ai has 32,439 GitHub stars, 3,313 forks, 16 open issues and last shipped 28 days ago. crawlee has 26,317 stars, 1,740 forks, 135 open issues and last shipped yesterday. Scrapegraph-ai leads on adoption by 23% (32,439 vs 26,317 stars). Scrapegraph-ai is written in Python under MIT; crawlee is written in TypeScript under Apache-2.0. Scrapegraph-ai has attracted 10% as many forks as stars, crawlee 7%. crawlee was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 1 topic tag (crawler), so they are genuine substitutes rather than adjacent tools.
Two open source projects, one decision. Both are free and self-hostable — the differences are community size, license terms, language stack and release pace.
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Side by side
| Scrapegraph-ai | crawlee | |
|---|---|---|
| GitHub stars | ★ 32K | ★ 26K |
| License | MIT | Apache-2.0 |
| Written in | Python | TypeScript |
| Last push | 2026-10-06 | 2026-11-02 |
| Forks | ⑂ 3.3K | ⑂ 1.7K |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick Scrapegraph-ai if
- You weight community size — 32K stars and counting
- You want the MIT license terms
- Your stack matches Python
- You value the larger contributor base for long-term maintenance
pick crawlee if
- You want the crawlee feature set and don't need the biggest community
- You prefer the Apache-2.0 license terms
- Your stack matches TypeScript
- You evaluated both and crawlee fits your workflow better
About Scrapegraph-ai
🚀 Looking for an even faster and simpler way to scrape at scale (only 5 lines of code)? Check out our enhanced version at ScrapeGraphAI.com ! 🚀 🕷️ ScrapeGraphAI: You Only Scrape Once English 中文 日本語 한국어 Русский Türkçe Deutsch Español français Português Italiano ScrapeGraphAI is a web scraping python library that uses LLM and direct graph logic to create scraping pipelines for websites and local documents (XML, HTML, JSON, Markdown, etc.). Just say which information you want to extract and the library will do it for you! 🚀 Integrations ScrapeGraphAI offers seamless integration with popular frameworks and tools…
read the full Scrapegraph-ai overview →
About crawlee
A web scraping and browser automation library Crawlee covers your crawling and scraping end to end and helps you build reliable scrapers. Fast. Your crawlers will appear human like and fly under the radar of modern bot protections even with the default configuration. Crawlee gives you the tools to crawl the web for links, scrape data, and store it to disk or cloud while staying configurable to suit your project's needs. Crawlee is available as the crawlee NPM package. 👉 View full documentation, guides and examples on the Crawlee project website 👈 Do you prefer 🐍 Python instead of JavaScript? 👉 Checkout…
read the full crawlee overview →
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Frequently asked questions
Is Scrapegraph-ai or crawlee more popular?
Scrapegraph-ai has 32,439 GitHub stars and crawlee has 26,317. Scrapegraph-ai has the larger community by that measure.
Are Scrapegraph-ai and crawlee free?
Both are open source. Scrapegraph-ai is licensed under MIT and crawlee under Apache-2.0. Neither carries a licence fee.
What is the difference between Scrapegraph-ai and crawlee?
Scrapegraph-ai is written in Python and crawlee in TypeScript. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.
Which should I choose, Scrapegraph-ai or crawlee?
Choose Scrapegraph-ai if you want the larger community (32,439 stars) or its MIT licence terms. Choose crawlee if its feature set, stack or Apache-2.0 licence fits better. Both are self-hostable.