# Scrapling

> Adaptive Python web scraping framework with anti-bot bypass and element relocation.

Scrapling is an open-source Python framework designed to handle web scraping tasks from single requests up to concurrent, large-scale crawls. It features adaptive parsing that automatically relocates page elements when website HTML structures change, along with built-in stealth fetchers to bypass bot protections like Cloudflare Turnstile. It also includes MCP server support, making it simple to plug web data directly into AI agent workflows.

Website: https://github.com/D4Vinci/Scrapling

## What it is for

- Scrape websites protected by bot challenges and anti-bot systems like Cloudflare Turnstile
- Maintain long-term scraping jobs without breaking when page layouts change
- Provide live web browsing and data extraction tools to AI agents via MCP
- Run concurrent multi-page crawls with session reuse and proxy rotation

## Features

- Adaptive element parsing that automatically relocates target elements across site updates
- StealthyFetcher and DynamicFetcher for bypassing bot detection mechanisms
- Built-in Model Context Protocol (MCP) server support for AI agent integrations
- CSS, XPath, text, and regex selector support
- Concurrent spider engine supporting multi-session scraping, browser tab pooling, and proxy rotation
- Zero-code CLI mode alongside the full Python library

## Pricing

Open source

## Details

- Type: GitHub repo
- Category: [Development](https://xiry.app/topics/development.md)
- Topic: [Web Scraping](https://xiry.app/topics/development/web-scraping.md)
- Open source: yes
- Platforms: Code library, Command line
- For: Python developers and AI engineers building web scrapers and browser agents
- Alternative to: Scrapy, Beautiful Soup, Playwright, Crawlee
- Tags: scraping, crawler, python, anti bot, stealth, mcp, ai agents

## Why it was saved

- [@hasantoxr, 23 February 2026](https://x.com/hasantoxr/status/2025902150296236050): Handles single requests to full-scale crawls; parser auto-relocates elements when site structure changes, fetchers bypass anti-bot systems (Cloudflare Turnstile) out of the box, and spider framework supports concurrent multi-session crawls with pause/resume and automatic proxy rotation. Claimed 774x faster than BeautifulSoup with lxml. Useful for feeding real web data into AI agents like OpenClaw.

## Compare

- [Alternatives to Playwright](https://xiry.app/alternatives/playwright.md)

## Related

- [Firecrawl](https://xiry.app/resources/firecrawl-1984): Turn websites and documents into clean, LLM-ready markdown or structured data. (Website, Freemium)
- [Parse](https://xiry.app/resources/parse): Turn any website into a structured REST API using natural language (Web app, Freemium)
- [Apify](https://xiry.app/resources/apify): Cloud platform and marketplace for web scraping, automation, and AI data extraction. (Web app, Freemium)
- [ScrapeGraphAI](https://xiry.app/resources/scrapegraphai): Open-source Python library and API for prompt-based web scraping using LLMs (GitHub repo, Freemium)
- [Chat4Data](https://xiry.app/resources/chat4data): AI Chrome extension for scraping web data using natural language chat prompts. (Browser extension, Freemium)
- [Cloud Scraping Browsers Comparison](https://xiry.app/resources/cloud-scraping-browsers-comparison): Feature and cost breakdown across cloud browser sandbox providers for scraping (Framework, Free)

Updated 10 October 2026. Page: https://xiry.app/resources/scrapling

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