Skill comparison
Compare agent skills before installing.
Comparing 4 skills
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Scrapy is the strongest overall pick here because it has a 100/100 readiness score and fits Browser automation.
Strongest overall
Scrapy
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Scrapy
Best first install candidate based on install readiness and adoption.
Freshest repo
Scrapy
Most recent maintenance signal among this shortlist.
| Signal | Uscrapper Uscrapper Vanta: Dive deeper into the web with this powerful open-source tool. Extract valuable insights with ease and efficiency, from both surface and deep web sources. Empower your data mining and analysis with Vanta's advanced capabilities. Fast, reliable, and user-friendly, Uscrapper Vanta is the ultimate choice for researchers and analysts. | Scrapy Scrapy, a fast high-level web crawling & scraping framework for Python. | Helium Lighter web automation with Python | Scweet Scrape tweets, profiles, followers and following from Twitter/X, no API key needed. Python library with smart multi-account pooling, proxy support and async. |
|---|---|---|---|---|
| Quality | 55/100 Promising | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 57/100 Needs manual review Do a manual repository review before adding this to an agent workflow. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 781 stars 0 installs | 62K stars 0 installs | 8.3K stars 0 installs | 1.5K stars 0 installs |
| Freshness | Nov 24, 2024 | Jun 11, 2026 | Jun 3, 2026 | May 19, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Python, Web Automation, Claude Code | Python, Web Automation, Claude Code | Python, Web Automation, Claude Code, Browser agents | Python, Web Automation, Claude Code |
| Warnings | Repository looks stale · No OpenAgentSkill engagement data yet | No major risk signals from current metadata | No major risk signals from current metadata | No major risk signals from current metadata |
| Best for | Research agents workflows · Claude Code teams · teams that value GitHub adoption signals | Browser automation workflows · Claude Code teams · teams that value GitHub adoption signals | Browser automation workflows · Claude Code teams · teams that value GitHub adoption signals | Web scraping workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | teams that require actively maintained dependencies · production agents without a repository review | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies | 3 views 0 install copies | 1 views 0 install copies | 1 views 0 install copies |
| Install | $ npx skills add z0m31en7/Uscrapper | $ npx skills add scrapy/scrapy | $ npx skills add mherrmann/helium | $ npx skills add Altimis/Scweet |