# D4Vinci/Scrapling

Scrapling: A Python Web Scraping Framework

- HackerByte page: <https://hackerbyte.net/en/projects/scrapling-a-python-web-scraping-framework-872119017>
- GitHub: <https://github.com/D4Vinci/Scrapling>
- Programming language: Python

🕷️ The BEST Web Scraping framework that handles everything from a single request to a full\-scale crawl\! Don't be shy, join here: https://discord.gg/EMgGbDceNQ and follow here for daily tips and tricks: https://x.com/Scrapling\_dev

## AI-generated summary

Scrapling is a Python framework designed for comprehensive web scraping, handling tasks from single requests to large\-scale crawls. It offers features for both static and dynamic website scraping, including JavaScript rendering and interaction with websites and their APIs. The framework supports concurrent crawling, proxy rotation, and provides an MCP server for AI agents to interact with web data.

## Key points

- Supports both fast HTTP requests and rendering dynamic content with headless browsers.
- Offers a Scrapy\-like Spider API for building crawlers with features like concurrent crawling, proxy rotation, and pause/resume.
- Includes advanced parsing capabilities with CSS, XPath, text, and regex selection, plus smart element tracking.
- Provides an MCP server and Agent Skill for AI agents to scrape data, interact with websites, and bypass CAPTCHAs.
- Outputs scraped data in clean, LLM\-ready Markdown or standard formats like JSON, CSV, and XML.