AgentIndex icon
AgentIndex
Scrapling logo
Scrapling
★ 89.2k
vs
google-surf-mcp logo
google-surf-mcp
★ 291

Scrapling vs google-surf-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.; google-surf-mcp: A Google Search MCP server that requires no API key, uses Playwright with stealth techniques to avoid detection, handles CAPTCHA by opening a Chrome window for human solving, and provides five tools: search, search_parallel, extract, search_extract, and health. Designed for local use, with optional cloud mode for headless environments.

01

TL;DR

Scrapling logo
ScraplingBrowser Automation · ★ 89.2k
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 →
google-surf-mcp logo
google-surf-mcpBrowser Automation · ★ 291

Integrating Google search into AI agents without API key

Read google-surf-mcp full review →
02

Side-by-Side Comparison

Field
Scrapling logoScrapling
google-surf-mcp logogoogle-surf-mcp
Category
Browser Automation
Browser Automation
Stars
★ 89.2k
★ 291
License
BSD-3-Clause
MIT
Install Command
pip install scrapling
npx google-surf-mcp
Updated
1d ago
3d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
Web Scraping, Python, Crawler Framework
anti-bot, claude, google-search
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.
google-surf-mcp logogoogle-surf-mcp
01No API key required
02Anti-bot detection with stealth techniques
03Auto CAPTCHA recovery via human solving
04Five tools including combined search and extract
05SSRF guard on extract tool
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.
google-surf-mcp logogoogle-surf-mcp
↳Integrating Google search into AI agents without API key
↳Extracting article content from search results
↳Automating search and data extraction tasks
05

Best For

Scrapling logoScrapling
Most Popular
google-surf-mcp logogoogle-surf-mcp
—
FAQ

FAQ

What is the difference between Scrapling and google-surf-mcp?
Both Scrapling and google-surf-mcp are in the Browser Automation category. Scrapling has 89.2k stars, while google-surf-mcp has 291 stars.
Which is better, Scrapling or google-surf-mcp?
The best choice depends on your use case. Choose Scrapling if Performing single web requests or launching full-scale, concurrent web crawls., and google-surf-mcp if Integrating Google search into AI agents without API key.
Is Scrapling free or open source?
Yes, Scrapling is open source on GitHub (BSD-3-Clause).
Is google-surf-mcp free or open source?
Yes, google-surf-mcp is open source on GitHub (MIT).
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