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Scrapling
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Scrapling

Active·★ 55.0k·BSD-3-Clause·Updated 2026-05-27
★ Most Popular★ Browser Automation★ Data Processing

🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!

Scrapling is an adaptive Python web scraping framework designed for effortless data extraction from the modern web, capable of handling everything from single requests to full-scale, concurrent crawls. It features advanced anti-bot bypass, intelligent element relocation, and comprehensive session management with built-in proxy rotation and AI integration.

#Web Scraping#Python#Crawler Framework#Anti-bot Bypass#Adaptive Parsing#Proxy Rotation#Headless Browser#CLI Tool
$ Install
$ pip install "scrapling[all]" && scrapling install
↗ Visit site★ GitHub
01

Features

01Full-featured crawling framework with Scrapy-like API, concurrent requests, multi-session support, and pause/resume functionality.
02Advanced fetchers with anti-bot bypass, dynamic loading, persistent session management, and integrated proxy rotation.
03Adaptive scraping capabilities with smart element tracking and flexible selection methods, including AI integration via MCP server.
04High-performance and memory-efficient architecture, optimized for speed and battle-tested in production environments.
02

Compatibility

Python
Runtime
Verified via docs
Docker
Deployment
Verified via docs
03

Quick start

1
$ pip install "scrapling[all]"
2
$ scrapling install
04

Use cases

↳Performing single web requests or launching full-scale, concurrent web crawls.
↳Adapting to website design changes by automatically relocating scraped elements.
↳Bypassing advanced anti-bot systems such as Cloudflare Turnstile.
↳Scaling up to multi-session crawls with proxy rotation and checkpoint-based persistence.
↳Leveraging AI for assisted web scraping and targeted data extraction.
05

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Related searches

Scrapling AlternativesBest Browser Automation Tools 2026Open Source Browser AutomationScrapling TutorialScrapling Vs CompetitorsWeb ScrapingPythonCrawler Framework

Comments

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  • S
    Skyler BrownMay 13, 2026

    Used this for solid automation — reliable under load. Handles edge cases better than expected.

  • F
    Finley NguyenMay 11, 2026

    Dropped this into clean pipeline and it just worked. Would recommend for clean use cases.

  • H
    Harper JohnsonMay 8, 2026

    Used this for flexible automation — reliable under load. The maintainers are responsive to issues.

  • J
    Justice WhiteMay 8, 2026

    Scrapling's adaptive parsing is the real differentiator. Sites that break other scrapers consistently work here because it adapts to layout changes automatically.

  • K
    Kendall NguyenApr 21, 2026

    We scrape competitor pricing data daily. Scrapling handles the anti-bot measures on 3 major e-commerce sites that defeated every previous solution we tried.

  • D
    Dakota WhiteApr 16, 2026

    for production web scraping workloads that need to survive site redesigns without manual maintenance, this is the right tool

  • S
    Sage AndersonMar 23, 2026

    Wrote a full tutorial on ethical web scraping with Scrapling — the anti-detection features make it worth covering in depth.

  • T
    Taylor WhiteMar 14, 2026

    I needed data from a website that blocked everything I tried. This worked first attempt.

  • S
    Sam MartinezFeb 22, 2026

    went from fighting anti-bot detection for days to having a working scraper in a few hours. the stealth features are solid

  • E
    Ellis GarciaJan 10, 2026

    the automatic CSS selector adaptation is the feature that keeps giving. set it and mostly forget it

  • R
    Remy LeeDec 14, 2025

    Python-based, works on Python 3.9+. The request-to-full-crawl scaling is handled gracefully — same API surface for simple and complex use cases.

  • D
    Dakota PatelDec 1, 2025

    Proxy rotation integration is clean. Pairs well with residential proxy providers. The adaptive parsing means fewer maintenance interventions when site layouts change.

On this page
01Features02Compatibility03Quick start04Use cases05Alternatives
Stats
GitHub Stars★ 55.0k
Last commit3d ago
StatusActive
LicenseBSD-3-Clause
CategoryBrowser Automation
Trend (30d)
+2.2k↑ 4.8%
Links
Documentation↗Discussion↗Issues↗Releases↗

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