AgentIndex icon
AgentIndex
Scrapling logo
Scrapling
★ 90.0k
vs
mcp-playwright logo
mcp-playwright
★ 5.7k

Scrapling vs mcp-playwright

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.; mcp-playwright: Playwright MCP Server is a Model Context Protocol server that empowers Large Language Models with powerful browser automation capabilities. It allows LLMs to interact with web pages, perform tasks like taking screenshots, generating test code, web scraping, and executing JavaScript in a real browser environment, including advanced device emulation.

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 →
mcp-playwright logo
mcp-playwrightBrowser Automation · ★ 5.7k

Automated web testing and cross-device compatibility checks

Read mcp-playwright full review →
02

Side-by-Side Comparison

Field
Scrapling logoScrapling
mcp-playwright logomcp-playwright
Category
Browser Automation
Browser Automation
Stars
★ 90.0k
★ 5.7k
License
BSD-3-Clause
MIT
Install Command
pip install scrapling
npm install -g @executeautomation/playwright-mcp-server
Updated
1d ago
10mo ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
Web Scraping, Python, Crawler Framework
Playwright, MCP, Browser Automation
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.
mcp-playwright logomcp-playwright
01LLM-driven browser automation
02Interactive web page control
03Screenshots and visual capture
04Web scraping and content extraction
05Extensive device emulation with 143 presets
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.
mcp-playwright logomcp-playwright
↳Automated web testing and cross-device compatibility checks
↳Empowering AI agents to interact with and navigate web applications
↳Advanced web scraping and data extraction for LLM processing
05

Best For

Scrapling logoScrapling
Most Popular
mcp-playwright logomcp-playwright
—
FAQ

FAQ

What is the difference between Scrapling and mcp-playwright?
Both Scrapling and mcp-playwright are in the Browser Automation category. Scrapling has 90.0k stars, while mcp-playwright has 5.7k stars.
Which is better, Scrapling or mcp-playwright?
The best choice depends on your use case. Choose Scrapling if Performing single web requests or launching full-scale, concurrent web crawls., and mcp-playwright if Automated web testing and cross-device compatibility checks.
Is Scrapling free or open source?
Yes, Scrapling is open source on GitHub (BSD-3-Clause).
Is mcp-playwright free or open source?
Yes, mcp-playwright is open source on GitHub (MIT).
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