Skill comparison
Compare agent skills before installing.
Put high-signal skills side by side and inspect quality, adoption, freshness, install readiness, use-case fit, and warnings in one place.
Comparing 4 skills
Use this as a shortlist, then open the skill detail page before adopting.
| Signal | Crawlee Python Crawlee—A web scraping and browser automation library for Python to build reliable crawlers. Extract data for AI, LLMs, RAG, or GPTs. Download HTML, PDF, JPG, PNG, and other files from websites. Works with Parsel, BeautifulSoup, Playwright, and raw HTTP. Both headful and headless mode. With proxy rotation. | Crawl4AI Open-source LLM-friendly web crawler and scraper | Scrapy High-throughput crawling and scraping for agent data pipelines | Scrapling Adaptive web scraping for agent data collection |
|---|---|---|---|---|
| Quality | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Adoption | 9.1K stars 0 installs | 66K stars 31K installs | 62K stars 0 installs | 53K stars 0 installs |
| Freshness | May 22, 2026 | May 22, 2026 | May 20, 2026 | May 18, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Python, Web Automation, Claude Code, OpenAI Agents, Browser agents | Claude, GPT-4, LangChain, CrewAI, OpenClaw | Python, Crawler, RAG, Claude Code | Python, Web Automation, RAG, Claude Code, Browser agents |
| Warnings | No major warning signals | No major warning signals | No major warning signals | No major warning signals |
| Install | $ npx skills add apify/crawlee-python | $ npx skills add unclecode/crawl4ai | $ npx skills add scrapy/scrapy | $ npx skills add D4Vinci/Scrapling |