{"enrichment":{"faq":[{"a":"scrapling employs sophisticated evasion methods to bypass Cloudflare and similar anti-scraping defenses, enabling automated data extraction from protected sites. The tool uses stealth browsing techniques and anti-detection capabilities to retrieve content that standard scrapers cannot access, making it suitable for researchers and developers who require reliable access to protected web data.","q":"How does scrapling scrape websites with Cloudflare protection?"},{"a":"Yes, scrapling is designed to scrape JavaScript-rendered pages and dynamic content from single pages. It includes browser automation capabilities that allow it to wait for elements to load, handle asynchronous rendering, and extract data after the page has fully rendered, rather than just parsing static HTML.","q":"Can scrapling handle JavaScript-rendered and dynamic content?"},{"a":"scrapling supports multiple structured data extraction approaches, including CSS selectors and XPath queries. These methods allow you to precisely target and extract specific elements from HTML documents, giving you fine-grained control over which data points you capture from scraped pages.","q":"What data extraction methods does scrapling support?"},{"a":"Yes, scrapling includes crawling capabilities that enable you to traverse multiple pages across a site with automated link following. This allows you to systematically collect data across entire domains or sections of websites rather than being limited to individual pages.","q":"Does scrapling support multi-page web crawling with automated link following?"},{"a":"scrapling offers comprehensive browser automation capabilities including scrolling, clicking, and waiting for elements to appear. These features enable you to automate complex user interactions and handle sites that require dynamic engagement beyond simple page requests.","q":"What browser automation features does scrapling provide?"},{"a":"Yes, scrapling is released under the MIT license, making it open-source and freely available for use, modification, and distribution. This permissive license allows developers to integrate scrapling into their projects and customize it for their specific data extraction needs.","q":"Is scrapling available as an open-source tool?"}],"shadow_tags":["anti-detection-browsing","headless-automation","multi-page-crawling","bot-evasion","javascript-rendering","proxy-support","session-management","data-extraction-tool","cloudflare-solver"],"summary_rewrite":"scrapling enables automated data extraction from sites defended by Cloudflare and similar anti-scraping systems. It uses sophisticated evasion methods to bypass protection layers and retrieve content that would otherwise be inaccessible to standard scrapers. Ideal for researchers and developers who need reliable access to protected web data."},"files":[{"bytes":8993,"path":"optional-skills/research/scrapling/SKILL.md","sha256":"ae44f6f4813c292eb37e83c9f3f545d749b863e68fd7fecb4cc0e0579c81751a","url":"https://skillfed.io/files/NousResearch/hermes-agent/scrapling/bc36b585/SKILL.md"}],"id":"NousResearch/hermes-agent/scrapling","links":{"html":"https://skillfed.io/NousResearch/hermes-agent/scrapling","md":"https://skillfed.io/NousResearch/hermes-agent/scrapling.md","repo":"https://github.com/NousResearch/hermes-agent"},"meta":{"agents_supported":[],"first_seen":"2026-07-28","forks":42317,"language":"Python","last_updated":"2026-07-28","license":"MIT","name":"scrapling","publisher":"NousResearch","stars":221503},"relations":{"similar":[{"id":"D4Vinci/Scrapling/Scrapling-Skill"},{"id":"akillness/jeo-skills/scrapling"},{"id":"fengshao1227/ccg-workflow/scrapling"},{"id":"davekilleen/Dex/scrape"},{"id":"shirenchuang/web-content-fetcher/web-content-fetcher"},{"id":"besoeasy/open-skills/crawl-websites-at-scale"},{"id":"akillness/jeo-skills/webtoon-harness"},{"id":"hyperpuncher/dotagents/scrapling"},{"id":"foryourhealth111-pixel/Vibe-Skills/scrapling"},{"id":"Aradotso/security-skills/web-security-scanner-pro"}]},"slug":{"owner":"NousResearch","repo":"hermes-agent","skill":"scrapling"},"version":"bc36b585"}