Scrapling
Free🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!
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Inputs: url
About Scrapling
Scrapling is an adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl. Its parser learns from website changes and automatically relocates your elements when pages update. Its fetchers bypass anti-bot systems like Cloudflare Turnstile out of the box. And its spider framework lets you scale up to concurrent, multi-session crawls with pause/resume and automatic proxy rotation - all in a few lines of Python.
Key Features
Adaptive parser that auto-relocates scraped elements when website structure changes
Anti-bot bypass supporting Cloudflare Turnstile/Interstitial via StealthyFetcher
Full crawling spider framework with Scrapy-like API, concurrent crawling, pause/resume, and streaming
Multi-session support combining fast HTTP requests and headless browsers in a single spider
Built-in export to JSON/JSONL and development mode with response caching for iterative development
Robots.txt compliance and automatic blocked request detection with retry logic
Real-time stats and streaming mode for long-running crawls
Pros & Cons
Pros
- Automatically adapts to website changes, reducing maintenance effort
- Bypasses common anti-bot systems out of the box
- Scalable spider framework with concurrency, pause/resume, and streaming
- Unified API for HTTP and browser-based sessions in one tool
- Open source and actively maintained by web scraping practitioners
- Minimal code required to get started with complex crawling tasks
Cons
- Requires Python programming knowledge to set up and use
- Dynamic/browser fetchers may consume more system resources compared to lightweight requests
- Learning curve for advanced spider framework features and configuration
Best For
Large-scale web crawling and data extractionScraping JavaScript-rendered websites with dynamic contentBypassing anti-bot protections like Cloudflare for automated data collectionMonitoring and tracking changes in website structure or contentCompetitive analysis and research data gathering
FAQ
What is Scrapling?
Scrapling is an adaptive web scraping framework for Python that handles everything from single requests to full-scale crawls. It features an adaptive parser, anti-bot bypass, and a concurrent spider framework.
Does Scrapling bypass Cloudflare?
Yes. Scrapling's StealthyFetcher can bypass all types of Cloudflare Turnstile and interstitial pages using advanced stealth capabilities and automation.
Is Scrapling free to use?
Yes, Scrapling is open source and free to use. It is available under a license (see documentation) and is maintained by the community.
How does the adaptive parser work?
The parser can be configured with `adaptive=True` (or `auto_save=True`) to learn from website structure changes. Later, if the page layout changes, it can automatically relocate the target elements.