Scrapling

<!-- mcp-name: io.github.D4Vinci/Scrapling -->

<h1 align="center">
    <a href="https://scrapling.readthedocs.io">
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    <br>
    <small>Effortless Web Scraping for the Modern Web</small>
</h1>

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    <a href="https://trendshift.io/repositories/14244" target="_blank"><img src="https://trendshift.io/api/badge/repositories/14244" alt="D4Vinci%2FScrapling | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>
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    <a href="https://github.com/D4Vinci/Scrapling/blob/main/docs/README_AR.md">العربيه</a> | <a href="https://github.com/D4Vinci/Scrapling/blob/main/docs/README_ES.md">Español</a> | <a href="https://github.com/D4Vinci/Scrapling/blob/main/docs/README_PT_BR.md">Português (Brasil)</a> | <a href="https://github.com/D4Vinci/Scrapling/blob/main/docs/README_FR.md">Français</a> | <a href="https://github.com/D4Vinci/Scrapling/blob/main/docs/README_DE.md">Deutsch</a> | <a href="https://github.com/D4Vinci/Scrapling/blob/main/docs/README_CN.md">简体中文</a> | <a href="https://github.com/D4Vinci/Scrapling/blob/main/docs/README_JP.md">日本語</a> |  <a href="https://github.com/D4Vinci/Scrapling/blob/main/docs/README_RU.md">Русский</a> | <a href="https://github.com/D4Vinci/Scrapling/blob/main/docs/README_KR.md">한국어</a>
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    <a href="https://pypi.org/project/scrapling/" alt="Supported Python versions">
        <img alt="Supported Python versions" src="https://img.shields.io/pypi/pyversions/scrapling.svg"></a>
</p>

<p align="center">
    <a href="https://scrapling.readthedocs.io/en/latest/parsing/selection.html"><strong>Selection methods</strong></a>
    &middot;
    <a href="https://scrapling.readthedocs.io/en/latest/fetching/choosing.html"><strong>Fetchers</strong></a>
    &middot;
    <a href="https://scrapling.readthedocs.io/en/latest/spiders/architecture.html"><strong>Spiders</strong></a>
    &middot;
    <a href="https://scrapling.readthedocs.io/en/latest/spiders/proxy-blocking.html"><strong>Proxy Rotation</strong></a>
    &middot;
    <a href="https://scrapling.readthedocs.io/en/latest/cli/overview.html"><strong>CLI</strong></a>
    &middot;
    <a href="https://scrapling.readthedocs.io/en/latest/ai/mcp-server.html"><strong>MCP</strong></a>
</p>

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. One library, zero compromises.

Blazing fast crawls with real-time stats and streaming. Built by Web Scrapers for Web Scrapers and regular users, there's something for everyone.

```python
from scrapling.fetchers import Fetcher, AsyncFetcher, StealthyFetcher, DynamicFetcher
StealthyFetcher.adaptive = True
p = StealthyFetcher.fetch('https://example.com', headless=True, network_idle=True)  # Fetch website under the radar!
products = p.css('.product', auto_save=True)                                        # Scrape data that survives website design changes!
products = p.css('.product', adaptive=True)                                         # Later, if the website structure changes, pass `adaptive=True` to find them!
```
Or scale up to full crawls
```python
from scrapling.spiders import Spider, Response

class MySpider(Spider):
  name = "demo"
  start_urls = ["https://example.com/"]

  async def parse(self, response: Response):
      for item in response.css('.product'):
          yield {"title": item.css('h2::text').get()}

MySpider().start()
```

<p align="center">
    <a href="https://dataimpulse.com/?utm_source=scrapling&utm_medium=banner&utm_campaign=scrapling" target="_blank" style="display:flex; justify-content:center; padding:4px 0;">
        <img src="https://raw.githubusercontent.com/D4Vinci/Scrapling/main/images/DataImpulse.png" alt="At DataImpulse, we specialize in developing custom proxy services for your business. Make requests from anywhere, collect data, and enjoy fast connections with our premium proxies." style="max-height:60px;">
    </a>
</p>

# Platinum Sponsors
<table>
  <tr>
    <td width="200">
      <a href="https://hypersolutions.co/?utm_source=github&utm_medium=readme&utm_campaign=scrapling" target="_blank" title="Bot Protection Bypass API for Akamai, DataDome, Incapsula & Kasada">
        <img src="https://raw.githubusercontent.com/D4Vinci/Scrapling/main/images/HyperSolutions.png">
      </a>
    </td>
    <td> Scrapling handles Cloudflare Turnstile. For enterprise-grade protection, <a href="https://hypersolutions.co?utm_source=github&utm_medium=readme&utm_campaign=scrapling">
        <b>Hyper Solutions</b>
      </a> provides API endpoints that generate valid antibot tokens for <b>Akamai</b>, <b>DataDome</b>, <b>Kasada</b>, and <b>Incapsula</b>. Simple API calls, no browser automation required. </td>
  </tr>
  <tr>
    <td width="200">
      <a href="https://birdproxies.com/t/scrapling" target="_blank" title="At Bird Proxies, we eliminate your pains such as banned IPs, geo restriction, and high costs so you can focus on your work.">
        <img src="https://raw.githubusercontent.com/D4Vinci/Scrapling/main/images/BirdProxies.jpg">
      </a>
    </td>
    <td>Hey, we built <a href="https://birdproxies.com/t/scrapling">
        <b>BirdProxies</b>
      </a> because proxies shouldn't be complicated or overpriced. Fast residential and ISP proxies in 195+ locations, fair pricing, and real support. <br />
      <b>Try our FlappyBird game on the landing page for free data!</b>
    </td>
  </tr>
  <tr>
    <td width="200">
      <a href="https://evomi.com?utm_source=github&utm_medium=banner&utm_campaign=d4vinci-scrapling" target="_blank" title="Evomi is your Swiss Quality Proxy Provider, starting at $0.49/GB">
        <img src="https://raw.githubusercontent.com/D4Vinci/Scrapling/main/images/evomi.png">
      </a>
    </td>
    <td>
      <a href="https://evomi.com?utm_source=github&utm_medium=banner&utm_campaign=d4vinci-scrapling">
        <b>Evomi</b>
      </a>: residential proxies from $0.49/GB. Scraping browser with fully spoofed Chromium, residential IPs, auto CAPTCHA solving, and anti-bot bypass. </br>
      <b>Scraper API for hassle-free results. MCP and N8N integrations are available.</b>
    </td>
  </tr>
  <tr>
    <td width="200">
      <a href="https://tikhub.io/?utm_source=github.com/D4Vinci/Scrapling&utm_medium=marketing_social&utm_campaign=retargeting&utm_content=carousel_ad" target="_blank" title="Unlock the Power of Social Media Data & AI">
        <img src="https://raw.githubusercontent.com/D4Vinci/Scrapling/main/images/TikHub.jpg">
      </a>
    </td>
    <td>
      <a href="https://tikhub.io/?utm_source=github.com/D4Vinci/Scrapling&utm_medium=marketing_social&utm_campaign=retargeting&utm_content=carousel_ad" target="_blank">TikHub.io</a> provides 900+ stable APIs across 16+ platforms including TikTok, X, YouTube & Instagram, with 40M+ datasets. <br /> Also offers <a href="https://ai.tikhub.io/?ref=KarimShoair" target="_blank">DISCOUNTED AI models</a> - Claude, GPT, GEMINI & more up to 71% off.
    </td>
  </tr>
  <tr>
    <td width="200">
      <a href="https://www.nsocks.com/?keyword=2p67aivg" target="_blank" title="Scalable Web Data Access for AI Applications">
        <img src="https://raw.githubusercontent.com/D4Vinci/Scrapling/main/images/nsocks.png">
      </a>
    </td>
    <td>
    <a href="https://www.nsocks.com/?keyword=2p67aivg" target="_blank">Nsocks</a> provides fast Residential and ISP proxies for developers and scrapers. Global IP coverage, high anonymity, smart rotation, and reliable performance for automation and data extraction. Use <a href="https://www.xcrawl.com/?keyword=2p67aivg" target="_blank">Xcrawl</a> to simplify large-scale web crawling.
    </td>
  </tr>
  <tr>
    <td width="200">
      <a href="https://petrosky.io/d4vinci"