head to head · open source
Scrapegraph-ai vs trafilatura
Scrapegraph-ai has 31,140 GitHub stars, 3,141 forks, 16 open issues and last shipped 13 days ago. trafilatura has 6,840 stars, 431 forks, 60 open issues and last shipped 9 days ago. Scrapegraph-ai leads on adoption by 355% (31,140 vs 6,840 stars). Scrapegraph-ai is written in Python under MIT; trafilatura is written in Python under Apache-2.0. Scrapegraph-ai has attracted 10% as many forks as stars, trafilatura 6%. trafilatura was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 3 topic tags (crawler, llm, rag), 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 | trafilatura | |
|---|---|---|
| GitHub stars | ★ 31K | ★ 6.8K |
| License | MIT | Apache-2.0 |
| Written in | Python | Python |
| Last push | 2026-09-07 | 2026-09-11 |
| Forks | ⑂ 3.1K | ⑂ 431 |
| 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 trafilatura if
- You want the trafilatura feature set and don't need the biggest community
- You prefer the Apache-2.0 license terms
- Your stack matches Python
- You evaluated both and trafilatura 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 trafilatura
Trafilatura is a Python package and command line tool that crawls the web and turns raw HTML into structured text and metadata, built for developers, researchers, and data teams assembling corpora, news feeds, or retrieval augmented generation datasets.
read the full trafilatura overview →
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Frequently asked questions
Is Scrapegraph-ai or trafilatura more popular?
Scrapegraph-ai has 31,140 GitHub stars and trafilatura has 6,840. Scrapegraph-ai has the larger community by that measure.
Are Scrapegraph-ai and trafilatura free?
Both are open source. Scrapegraph-ai is licensed under MIT and trafilatura under Apache-2.0. Neither carries a licence fee.
What is the difference between Scrapegraph-ai and trafilatura?
Scrapegraph-ai is written in Python and trafilatura in Python. 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 trafilatura?
Choose Scrapegraph-ai if you want the larger community (31,140 stars) or its MIT licence terms. Choose trafilatura if its feature set, stack or Apache-2.0 licence fits better. Both are self-hostable.