head to head · open source
Scrapegraph-ai vs stagehand
Scrapegraph-ai has 31,056 GitHub stars, 3,126 forks, 16 open issues and last shipped 11 days ago. stagehand has 24,322 stars, 1,685 forks, 376 open issues and last shipped yesterday. Scrapegraph-ai leads on adoption by 28% (31,056 vs 24,322 stars). Scrapegraph-ai is written in Python under MIT; stagehand is written in TypeScript under MIT. Scrapegraph-ai has attracted 10% as many forks as stars, stagehand 7%. stagehand was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 1 topic tag (data-extraction), 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 | stagehand | |
|---|---|---|
| GitHub stars | ★ 31K | ★ 24K |
| License | MIT | MIT |
| 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 stagehand if
- You want the stagehand feature set and don't need the biggest community
- You prefer the MIT license terms
- Your stack matches TypeScript
- You evaluated both and stagehand 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 stagehand
Stagehand is the MIT licensed SDK for extracting data and interacting with any site on the web, available in TypeScript, Python, and Go, and aimed at developers building AI agents that need to drive a browser the way a person does rather than at engineers writing test suites.
read the full stagehand overview →
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Frequently asked questions
Is Scrapegraph-ai or stagehand more popular?
Scrapegraph-ai has 31,056 GitHub stars and stagehand has 24,322. Scrapegraph-ai has the larger community by that measure.
Are Scrapegraph-ai and stagehand free?
Both are open source. Scrapegraph-ai is licensed under MIT and stagehand under MIT. Neither carries a licence fee.
What is the difference between Scrapegraph-ai and stagehand?
Scrapegraph-ai is written in Python and stagehand 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 stagehand?
Choose Scrapegraph-ai if you want the larger community (31,056 stars) or its MIT licence terms. Choose stagehand if its feature set, stack or MIT licence fits better. Both are self-hostable.