scrapling

Fetch and render web pages into HTML, Markdown, text, or JSON files.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/big4council-prog/b4c-agent --skill scrapling-big4council-prog
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: scrapling
Source: https://github.com/big4council-prog/b4c-agent/tree/main/optional-skills/research/scrapling
Command: npx skills add https://github.com/big4council-prog/b4c-agent --skill scrapling-big4council-prog

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Scrapling helps you reliably collect content from websites when simple HTTP fetching fails due to JavaScript rendering, anti-bot protection (e.g., Cloudflare), or when you need multi-page crawling.

Core Features & Use Cases

  • Static & HTTP extraction: Fetch and parse HTML quickly when the target content is server-rendered.
  • Dynamic JS rendering: Render JavaScript-heavy pages (SPAs, lazy-loaded content) to extract the final DOM.
  • Stealth/anti-bot & Cloudflare bypass: Use stealth browser automation options to access protected pages for legitimate research.
  • Spider crawling: Follow links and extract structured results across multiple pages.
  • Use case: You need to compile product names and prices from a site that uses JS rendering and has basic bot defenses, then crawl several category pages to build a dataset.

Quick Start

Use scrapling to extract a Cloudflare-protected page into a file by running the scrapling extract stealthy-fetch command for the target URL and setting the output path.

Frequently Asked Questions about scrapling

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

FAQPage Schema
How do I scrape a website that uses JavaScript rendering and Cloudflare protection?

To scrape a website with JavaScript rendering and Cloudflare protection, use stealth browser automation to fetch the final DOM and solve anti-bot challenges. This approach extracts dynamically loaded content into usable formats like HTML or Markdown.

Can I crawl multiple pages and extract structured data with Python scraping?

Yes, you can crawl multiple pages and extract structured data with Python scraping by using spider crawling features. This follows links across category pages and compiles results into datasets formatted as JSON or text files.

When should I use dynamic browser rendering instead of static HTTP extraction?

Use dynamic browser rendering when target content is JavaScript-heavy, such as SPAs or lazy-loaded elements, to extract the final DOM. Use static HTTP extraction for quickly parsing server-rendered HTML when no client-side execution is needed.

What is the best way to fetch content from Cloudflare-protected pages for research?

The best way to fetch content from Cloudflare-protected pages for research is using stealth fetching controls. These options bypass anti-bot defenses through browser automation, rendering the protected page into a usable file.

Does stealth browsing work for compiling product names and prices across category pages?

Yes, stealth browsing works for compiling product names and prices across category pages. It combines anti-bot fetching with spider crawling to build structured datasets from sites using JavaScript rendering and basic bot defenses.