head to head · open source

crawlee vs skills

crawlee has 25,823 GitHub stars, 1,673 forks, 135 open issues and last shipped yesterday. skills has 5,946 stars, 295 forks, 7 open issues and last shipped 25 days ago. crawlee leads on adoption by 334% (25,823 vs 5,946 stars). crawlee is written in TypeScript under Apache-2.0; skills is written in Python under MIT. crawlee has attracted 6% as many forks as stars, skills 5%. crawlee was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 1 topic tag (automation), 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.

crawlee ★ 26K skills ★ 5.9K category Data & Analytics

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Side by side

crawlee skills
GitHub stars ★ 26K ★ 5.9K
License Apache-2.0 MIT
Written in TypeScript Python
Last push 2026-09-17 2026-08-24
Forks ⑂ 1.7K ⑂ 295
Self-hosting Yes Yes
Data ownership Your server Your server

pick crawlee if

  • You weight community size — 26K stars and counting
  • You want the Apache-2.0 license terms
  • Your stack matches TypeScript
  • You value the larger contributor base for long-term maintenance

full crawlee profile →

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

full skills profile →

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 →

About skills

BrowserAct Skills is a browser automation CLI built for AI agents, distributed as an open source Python project under the MIT license. It lives in the agent infrastructure ecosystem, alongside tooling for Claude Code, Cursor, Codex, and other agent clients, and it is catalogued here under Data Extraction and Web Scraping. The project has gathered roughly 5,900 stars and 293 forks since it was published about a year ago, with a small open issue count and an active last push.

read the full skills overview →

More in Data & Analytics

Mermaid ★ 90K Crawl4AI ★ 84K Scrapling ★ 82K Apache Superset ★ 75K echarts ★ 67K scrapy ★ 64K

Related comparisons

crawl4ai vs scrapling crawl4ai vs scrapy scrapling vs scrapy crawl4ai vs easyspider scrapling vs easyspider crawl4ai vs changedetection-io scrapling vs changedetection-io crawl4ai vs lux mermaid vs apache-superset mermaid vs echarts apache-superset vs echarts mermaid vs metabase mermaid vs pixijs mermaid vs diagram-design apache-superset vs metabase apache-superset vs pixijs mermaid vs clickhouse crawl4ai vs clickhouse scrapling vs clickhouse apache-superset vs clickhouse mermaid vs apache-pinot crawl4ai vs apache-pinot scrapling vs apache-pinot apache-superset vs apache-pinot

More Data Extraction & Web Scraping projects

Compare either of these against the rest of the Data Extraction & Web Scraping field.

crawlee vs Crawl4AI crawlee vs Scrapling crawlee vs scrapy crawlee vs EasySpider crawlee vs changedetection.io crawlee vs lux crawlee vs CloakBrowser crawlee vs Scrapegraph-ai crawlee vs colly crawlee vs stagehand crawlee vs proxy_pool crawlee vs Douyin_TikTok_Download_API

Frequently asked questions

Is crawlee or skills more popular?

crawlee has 25,823 GitHub stars and skills has 5,946. crawlee has the larger community by that measure.

Are crawlee and skills free?

Both are open source. crawlee is licensed under Apache-2.0 and skills under MIT. Neither carries a licence fee.

What is the difference between crawlee and skills?

crawlee is written in TypeScript 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, crawlee or skills?

Choose crawlee if you want the larger community (25,823 stars) or its Apache-2.0 licence terms. Choose skills if its feature set, stack or MIT licence fits better. Both are self-hostable.