Scrapling
★ 90.0k
vs
playwright-mcp
★ 38.7k
Scrapling vs playwright-mcp
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.; playwright-mcp: Playwright MCP is a server that leverages Playwright's browser automation capabilities to enable Large Language Models (LLMs) to interact with web pages. It utilizes structured accessibility snapshots, allowing LLMs to process web content without relying on visual input or traditional screenshots.
01
TL;DR
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.
playwright-mcpBrowser Automation · ★ 38.7k
When to choose:
- You want an agent to drive a real browser through structured accessibility snapshots instead of screenshots, so no vision model is needed.
- You need Firefox, WebKit or Edge as well as Chrome: the README's --browser option lists chrome, firefox, webkit and msedge.
- You want to test or script flows with isolated in-memory profiles (--isolated), device emulation (--device) or saved Playwright traces (--save-trace).
When to skip:
- Your main goal is debugging or performance analysis of a page; Chrome DevTools MCP exposes performance traces and network inspection as dedicated tools.
- You need proxies, CAPTCHA handling or large-scale scraping of protected sites; that is outside what the README claims for this server.
- You want to treat it as a sandbox: the project says its origin allow and block lists are not a security boundary.
02
Side-by-Side Comparison
Field
Scraplingplaywright-mcpCategory
Browser Automation
Browser Automation
Stars
★ 90.0k
★ 38.7k
License
BSD-3-Clause
Apache-2.0
Install Command
pip install scrapling
npx @playwright/mcp@latest
Updated
1d ago
6d ago
Open Source
Yes
Yes
Tags
Web Scraping, Python, Crawler Framework
Playwright, Browser Automation, LLM Tools
03
Features
Scrapling01Full-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.
playwright-mcp01Fast and lightweight web interaction (accessibility tree)
02LLM-friendly with structured data (no vision models needed)
03Deterministic tool application, avoiding ambiguity
04Browser automation capabilities using Playwright
05Model Context Protocol (MCP) server for seamless integration
04
Use Cases
Scrapling↳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.
playwright-mcp↳Enabling LLM-powered web browsing and task completion
↳Automated data extraction and interaction from complex web pages
↳Facilitating LLM-driven web UI testing and validation
05
Best For
ScraplingMost Popular
playwright-mcpMost PopularEssentialTrending
FAQ
FAQ
What is the difference between Scrapling and playwright-mcp?
Both Scrapling and playwright-mcp are in the Browser Automation category. Scrapling has 90.0k stars, while playwright-mcp has 38.7k stars.
Which is better, Scrapling or playwright-mcp?
The best choice depends on your use case. Choose Scrapling if Performing single web requests or launching full-scale, concurrent web crawls., and playwright-mcp if Enabling LLM-powered web browsing and task completion.
Is Scrapling free or open source?
Yes, Scrapling is open source on GitHub (BSD-3-Clause).
Is playwright-mcp free or open source?
Yes, playwright-mcp is open source on GitHub (Apache-2.0).
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