head to head · open source
colly vs skills
colly has 25,572 GitHub stars, 1,859 forks, 195 open issues and last shipped 18 days ago. skills has 6,310 stars, 339 forks, 7 open issues and last shipped 2 months ago. colly leads on adoption by 305% (25,572 vs 6,310 stars). colly is written in Go under Apache-2.0; skills is written in Python under MIT. colly has attracted 7% as many forks as stars, skills 5%. colly was the more recently maintained of the two, and both are self-hostable with no licence fee.
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
| colly | skills | |
|---|---|---|
| GitHub stars | ★ 26K | ★ 6.3K |
| License | Apache-2.0 | MIT |
| Written in | Go | Python |
| Last push | 2026-10-16 | 2026-08-24 |
| Forks | ⑂ 1.9K | ⑂ 339 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick colly if
- You weight community size — 26K stars and counting
- You want the Apache-2.0 license terms
- Your stack matches Go
- You value the larger contributor base for long-term maintenance
pick skills if
- You want the skills feature set and don't need the biggest community
- You prefer the MIT license terms
- Your stack matches Python
- You evaluated both and skills fits your workflow better
About colly
Colly Lightning Fast and Elegant Scraping Framework for Gophers Colly provides a clean interface to write any kind of crawler/scraper/spider. With Colly you can easily extract structured data from websites, which can be used for a wide range of applications, like data mining, data processing or archiving. Sponsors NodeMaven: The most efficient proxy provider for Web Scrapping and Automation with the Highest Quality IP on the market. Why NodeMaven? 99.9% uptime ZIP Targeting IP filtering: all proxies have fraud score 1k request/sec on a single core) Manages request delays and maximum concurrency per domain…
read the full colly overview →
About skills
What can BrowserAct be used for? BrowserAct enables AI agents and teams to perform real browser automation, web data extraction, and account based workflows. It helps agents get past anti bot walls, hand off to humans across platforms when stuck, run parallel tasks without cross contamination, and isolate multiple accounts in independent browsers, backed by stealth fingerprints, TLS rotation, residential proxies, CAPTCHA solving, and stable fingerprint proxy setups for authenticated sessions. Two usage modes are available: fully cloud managed execution, or local browser control driven by your own agent workflow…
read the full skills overview →
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Frequently asked questions
Is colly or skills more popular?
colly has 25,572 GitHub stars and skills has 6,310. colly has the larger community by that measure.
Are colly and skills free?
Both are open source. colly is licensed under Apache-2.0 and skills under MIT. Neither carries a licence fee.
What is the difference between colly and skills?
colly is written in Go and skills 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, colly or skills?
Choose colly if you want the larger community (25,572 stars) or its Apache-2.0 licence terms. Choose skills if its feature set, stack or MIT licence fits better. Both are self-hostable.