scrapling

Automate web scraping across static, dynamic, and Cloudflare-protected sites.

5|1|Updated Apr 8, 2026

Search Tags:#templates #cloudflare #web-scraping #dynamic-content #fetchers #html-parsing #cookie-management

Ready to run

npx skills add https://github.com/Catsofsuffering/CCGS --skill scrapling-catsofsuffering

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: scrapling
Source: https://github.com/Catsofsuffering/CCGS/tree/main/templates/skills/scrapling
Command: npx skills add https://github.com/Catsofsuffering/CCGS --skill scrapling-catsofsuffering

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Scrapling solves the complexity of web scraping by orchestrating multiple fetchers (Fetcher, StealthyFetcher, DynamicFetcher) and ready-made templates to handle static pages, login-protected areas, and JavaScript-rendered content, reducing manual scripting and maintenance.

Core Features & Use Cases

Automated fetch workflows for static pages, dynamic sites, and Cloudflare-protected pages.
Prebuilt templates: basic_fetch, stealth_cloudflare, session_login, and parse_only for common tasks.
References and troubleshooting to accelerate implementation and reuse patterns.

Quick Start

Use the scrapling templates to fetch a target page and extract data with a CSS selector.

Frequently Asked Questions about scrapling

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I scrape dynamic content from JavaScript-rendered pages?▼

To scrape dynamic content, web scraping tools use specialized fetchers that execute JavaScript on the target page. This approach captures the fully rendered DOM, allowing CSS selectors to extract data from elements loaded dynamically after the initial HTML response.

Can I scrape websites that are protected by Cloudflare?▼

Yes, you can scrape Cloudflare-protected sites by using a stealth fetcher template designed to bypass bot detection. This specialized fetching mechanism mimics legitimate browser behavior to access the page content without being blocked by the protection service.

What is the best way to manage cookies for login-required web scraping?▼

The best way to manage cookies for login-required scraping is using a session login template that maintains persistent authentication states. This process handles cookie management automatically across multiple requests, allowing access to restricted content behind the login flow.

How do I extract data from static HTML using CSS selectors?▼

You extract data from static HTML using CSS selectors by applying a basic fetch template to retrieve the page source. Once fetched, the parser navigates the DOM structure using the selectors to isolate and extract the specific text or attributes needed.

Do I need multiple fetchers for different web scraping tasks?▼

You need multiple fetchers because different web scraping tasks require distinct retrieval strategies. Using a single basic fetcher fails on JavaScript-rendered or protected sites, whereas orchestrating dynamic, stealth, and basic fetchers handles static, interactive, and secured content respectively.