head to head · open source
Scrapegraph-ai vs crawlee
Scrapegraph-ai has 31,056 GitHub stars, 3,126 forks, 16 open issues and last shipped 11 days ago. crawlee has 25,823 stars, 1,673 forks, 135 open issues and last shipped yesterday. Scrapegraph-ai leads on adoption by 20% (31,056 vs 25,823 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 6%. 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.
← all 8884 open source comparisons
Side by side
| Scrapegraph-ai | crawlee | |
|---|---|---|
| GitHub stars | ★ 31K | ★ 26K |
| License | MIT | Apache-2.0 |
| Written in | Python | TypeScript |
| Last push | 2026-09-07 | 2026-09-17 |
| Forks | ⑂ 3.1K | ⑂ 1.7K |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick Scrapegraph-ai if
- You weight community size — 31K 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
ScrapeGraphAI is an open source Python library for web scraping that combines large language models with direct graph logic to build scraping pipelines. It lives in the Python ecosystem and is distributed under the MIT license, with the reference package published on PyPI as scrapegraphai . Rather than requiring a developer to hand write selectors for every page, the library accepts a natural language prompt describing the information to extract, alongside a source URL or local document, and returns structured results. It is designed around the idea expressed in its own tagline, "You Only Scrape Once," meaning th…
read the full Scrapegraph-ai overview →
About crawlee
Crawlee is a web scraping and browser automation library for Node.js, written in TypeScript and published on npm as the crawlee package. It lives in the JavaScript and TypeScript ecosystem, and it covers crawling and scraping end to end: fetching pages, following links, extracting data, and storing the results to disk or to the cloud. The project also has a Python counterpart, Crawlee for Python, maintained alongside it by Apify.
read the full crawlee overview →
More in Data & Analytics
Related comparisons
More Data Extraction & Web Scraping projects
Compare either of these against the rest of the Data Extraction & Web Scraping field.
Frequently asked questions
Is Scrapegraph-ai or crawlee more popular?
Scrapegraph-ai has 31,056 GitHub stars and crawlee has 25,823. 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 (31,056 stars) or its MIT licence terms. Choose crawlee if its feature set, stack or Apache-2.0 licence fits better. Both are self-hostable.