head to head · open source
scrapy vs crawlab
scrapy has 65,180 GitHub stars, 12,093 forks, 394 open issues and last shipped yesterday. crawlab has 12,290 stars, 1,884 forks, 166 open issues and last shipped 9 months ago. scrapy leads on adoption by 430% (65,180 vs 12,290 stars). scrapy is written in Python under BSD-3-Clause; crawlab is written in Go under BSD-3-Clause. scrapy has attracted 19% as many forks as stars, crawlab 15%. scrapy 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
| scrapy | crawlab | |
|---|---|---|
| GitHub stars | ★ 65K | ★ 12K |
| License | BSD-3-Clause | BSD-3-Clause |
| Written in | Python | Go |
| Last push | 2026-11-02 | 2026-02-10 |
| Forks | ⑂ 12K | ⑂ 1.9K |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick scrapy if
- You weight community size — 65K stars and counting
- You want the BSD-3-Clause license terms
- Your stack matches Python
- You value the larger contributor base for long-term maintenance
pick crawlab if
- You want the crawlab feature set and don't need the biggest community
- You prefer the BSD-3-Clause license terms
- Your stack matches Go
- You evaluated both and crawlab fits your workflow better
About scrapy
.. logo image:: :target: :alt: Scrapy :width: 480px .. version image:: :target: :alt: PyPI Version .. python version image:: :target: :alt: Supported Python Versions .. tests image:: :target: :alt: Tests .. coverage image:: :target: :alt: Coverage report .. conda image:: :target: :alt: Conda Version .. deepwiki image:: :target: :alt: Ask DeepWiki Scrapy is a web scraping framework to extract structured data from websites. It is cross platform, and requires Python 3.10+. It is maintained by Zyte (formerly Scrapinghub) and many other contributors . .. many other contributors: .. Scrapy: .. Zyte: Install with…
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About crawlab
Crawlab 中文 English Installation Run Screenshot Architecture Integration Compare Community & Sponsorship CHANGELOG Disclaimer Golang based distributed web crawler management platform, supporting various languages including Python, NodeJS, Go, Java, PHP and various web crawler frameworks including Scrapy, Puppeteer, Selenium. Demo Documentation Installation You can follow the installation guide. Quick Start Please open the command line prompt and execute the command below. Make sure you have installed docker compose in advance. Next, you can look into the docker compose.yml (with detailed config params) and the…
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Frequently asked questions
Is scrapy or crawlab more popular?
scrapy has 65,180 GitHub stars and crawlab has 12,290. scrapy has the larger community by that measure.
Are scrapy and crawlab free?
Both are open source. scrapy is licensed under BSD-3-Clause and crawlab under BSD-3-Clause. Neither carries a licence fee.
What is the difference between scrapy and crawlab?
scrapy is written in Python and crawlab in Go. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.
Which should I choose, scrapy or crawlab?
Choose scrapy if you want the larger community (65,180 stars) or its BSD-3-Clause licence terms. Choose crawlab if its feature set, stack or BSD-3-Clause licence fits better. Both are self-hostable.