AgentIndex icon
AgentIndex
Scrapling logo
Scrapling
★ 90.0k
vs
index logo
index
★ 2.4k

Scrapling vs index

Scrapling: 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.; index: Index is an open-source browser agent powered by reasoning LLMs with vision capabilities, designed to autonomously execute complex web tasks. It effectively turns any website into an accessible API, enabling seamless integration and structured data extraction for various applications.

01

TL;DR

Scrapling logo
ScraplingBrowser Automation · ★ 90.0k
When to choose:
  • You need an ultra-fast, adaptive Python web scraping engine that handles modern anti-bot challenges (Cloudflare, fingerprinting) effortlessly.
  • You want flexible fetchers ranging from lightweight HTTP to full headless browsers with intelligent element extraction.
When to skip:
  • You need a full-blown mobile app automation framework; mobile-mcp covers iOS and Android devices.
  • You need an enterprise distributed crawling queue with persistent database scheduling out of the box.
Read Scrapling full review →
index logo
indexBrowser Automation · ★ 2.4k

Automating complex web tasks and workflows.

Read index full review →
02

Side-by-Side Comparison

Field
Scrapling logoScrapling
index logoindex
Category
Browser Automation
Browser Automation
Stars
★ 90.0k
★ 2.4k
License
BSD-3-Clause
Apache-2.0
Install Command
pip install scrapling
pip install lmnr-index 'lmnr[all]'
Updated
1d ago
1y ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
Web Scraping, Python, Crawler Framework
Browser Agent, Web Automation, LLM
03

Features

Scrapling logoScrapling
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.
index logoindex
01LLM-powered autonomous web task execution with vision capabilities.
02Transforms any website into an accessible API.
03Supports structured data extraction using Pydantic schemas.
04Provides an interactive command-line interface (CLI) for quick interaction.
05Offers advanced browser agent observability for tracing and recording sessions.
04

Use Cases

Scrapling logoScrapling
↳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.
index logoindex
↳Automating complex web tasks and workflows.
↳Extracting and structuring data from dynamic websites.
↳Integrating web functionalities into custom applications via API.
05

Best For

Scrapling logoScrapling
Most Popular
index logoindex
—
FAQ

FAQ

What is the difference between Scrapling and index?
Both Scrapling and index are in the Browser Automation category. Scrapling has 90.0k stars, while index has 2.4k stars.
Which is better, Scrapling or index?
The best choice depends on your use case. Choose Scrapling if Performing single web requests or launching full-scale, concurrent web crawls., and index if Automating complex web tasks and workflows..
Is Scrapling free or open source?
Yes, Scrapling is open source on GitHub (BSD-3-Clause).
Is index free or open source?
Yes, index is open source on GitHub (Apache-2.0).
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