Web scraping & data collection

The top-rated launch-quality Web scraping & data collection skill for AI agents is scrapling-official (grade A), followed by youtube and url. Skillspace rates 775 Web scraping & data collection skills; 246 are launch-quality.

Crawlers, scrapers, API harvesting and dataset building from the web.

Launch-quality skills first, then by grade, then by our Skill Score, which adds judge reviews, test results, GitHub stars and adoption.

  1. scrapling-official A
  2. youtube A
  3. url A
  4. boss-zhipin-scraper A
  5. universal-media-downloader A
  6. news-aggregator-skill A
  7. global-captcha A
  8. argos-vigilancia-diarios A
  9. trusted-web-scraper A
  10. baoyu-danger-x-to-markdown B
  11. kosis-stats B
  12. link-reader B
  13. hm-fetch-skill B
  14. agentsociety-use-dataset B
  15. podcast-transcript-fetcher B
  16. wps-doc-scraper B
  17. douyin-batch-download B
  18. yuc B
  19. url-scraping B
  20. stores B
  21. data-gouv B
  22. wechat-article-fetch B
  23. blogwatcher B
  24. yichen-wecom-local-vault B
  25. web-extract B

Frequently asked questions

What is the best Web scraping & data collection skill for AI agents?

The top-rated launch-quality Web scraping & data collection skill for AI agents is scrapling-official (grade A), followed by youtube and url. Skillspace rates 775 Web scraping & data collection skills; 246 are launch-quality.

How does Skillspace rate Web scraping & data collection skills?

Skillspace grades every Web scraping & data collection skill from A to F with a published scoring engine that reads the skill's SKILL.md: architecture and maturity make the score, and a security scan can cap it. In crowded categories, a judge model also compares the strongest contenders side by side, and some skills are tested head-to-head on real tasks against other skills in the same category (including a deliberately weak one) and a no-skill baseline. Launch-quality skills are graded A to C with a clean safety verdict, and not excluded by a quality filter: the filters catch skills our model's safety screen flags for prompt injection, guardrail bypass, harmful content or credential exposure; test fixtures and attack benchmarks; skills written only for the repository they live in; templates and stubs; and near-duplicate variants and copies of other skills. Ratings were last updated on 24 September 2026; the full method is on the methodology page.

Are Web scraping & data collection skills safe to install?

Of the 775 Web scraping & data collection skills Skillspace rates, 730 passed its safety scan with no flag from its model, and 45 are flagged: 19 for review, 19 as risky, 6 as unsafe and 1 as an attack benchmark. Each skill's page shows its safety verdict. A pass is not a guarantee: the scan reads only the skill's SKILL.md, not the scripts or other files it ships, and looks for patterns such as piping a remote script into a shell, reading credentials or hiding actions from the user. Skills are third-party code that Skillspace indexes but does not host or endorse, so read a skill's source on GitHub before you install it.

Skillspace indexes and rates skills; it does not host or endorse them. Run third-party skills at your own risk.