scrapling

Extracts data from protected and dynamic websites via scrapling framework.

Updated Jun 17, 2026

Search Tags:#automation #cloudflare #scraping #browser #crawling #stealth

Ready to run

npx skills add https://github.com/cxnaive/hermes-agent-llbot --skill scrapling-cxnaive

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: scrapling
Source: https://github.com/cxnaive/hermes-agent-llbot/tree/main/optional-skills/research/scrapling
Command: npx skills add https://github.com/cxnaive/hermes-agent-llbot --skill scrapling-cxnaive

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires scrapling.

What problem does it solve?

This skill solves the challenge of extracting data from modern, complex websites that employ anti-bot protections, Cloudflare challenges, or dynamic JavaScript rendering.

Core Features & Use Cases

Stealth Browsing: Bypasses sophisticated anti-bot measures like Cloudflare Turnstile and browser fingerprinting.
Multi-Strategy Fetching: Offers flexible fetching modes ranging from high-speed HTTP requests to full dynamic browser automation.
Spider Framework: Enables automated, multi-page crawling with link following and session management for large-scale data collection.

Quick Start

Use the scrapling skill to extract content from the target URL using the stealthy fetcher to bypass potential bot detection.

Frequently Asked Questions about scrapling

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

FAQPage Schema

How do I scrape data from a website with Cloudflare anti-bot protection?▼

To scrape a website with Cloudflare protection, you need a stealthy fetcher that bypasses anti-bot challenges and browser fingerprinting. This skill uses the scrapling framework to bypass Cloudflare Turnstile and extract content from protected pages.

What is the best way to crawl multiple pages with dynamic JavaScript rendering?▼

The best way to crawl pages with JavaScript rendering is using a multi-strategy fetcher supporting full dynamic browser automation. This skill provides a spider framework enabling automated multi-page crawling with link following and session management.

Does web scraping with stealth browsing require special browser drivers?▼

Yes, stealth web scraping requires the scrapling framework and associated browser drivers to execute stealthy, JS-rendered, or static HTTP requests. These drivers facilitate the dynamic browser automation needed to bypass sophisticated bot detection.

Can I use high-speed HTTP requests instead of full browser automation for scraping?▼

Yes, you can use high-speed HTTP requests instead of full browser automation. This skill offers multi-strategy fetching modes ranging from high-speed HTTP requests to full dynamic browser automation to suit different scraping needs.

Why does my web scraper fail to extract data from modern protected websites?▼

Web scrapers fail on modern protected websites because they employ anti-bot protections, Cloudflare challenges, and dynamic JavaScript rendering. This skill solves the challenge by performing advanced web scraping with stealthy anti-bot bypass mechanisms.