Scrapling
★ 55.8k
vs
cml-mcp
★ 53
Scrapling vs cml-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.; cml-mcp: cml-mcp integrates AI assistants with Cisco Modeling Labs (CML), enabling natural language interaction for network lab management. Users can instruct AI applications to create topologies, configure devices, and control labs without manual clicks or scripting.
01
TL;DR
Choose Scrapling if…Performing single web requests or launching full-scale, concurrent web crawls.
Choose cml-mcp if…Creating and provisioning new network labs with specified topologies and devices.
02
Side-by-Side Comparison
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.
cml-mcp01Create Lab Topologies
02Control Labs and Nodes
03Configure Nodes and Execute CLI Commands
04Perform Packet Captures
05Add Visual Annotations
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.
cml-mcp↳Creating and provisioning new network labs with specified topologies and devices.
↳Configuring and managing the lifecycle (start, stop, wipe) of labs and individual nodes.
↳Executing CLI commands on virtual devices and performing network troubleshooting via packet capture.
↳Adding visual annotations to lab diagrams for better documentation and organization.
05
Best For
ScraplingMost PopularBrowser AutomationData Processing
cml-mcpTrendingWorkflow Automation
FAQ
FAQ
What is the difference between Scrapling and cml-mcp?
Both Scrapling and cml-mcp are in the Browser Automation category. Scrapling has 55.8k stars, while cml-mcp has 53 stars.
Which is better, Scrapling or cml-mcp?
The best choice depends on your use case. Choose Scrapling if Performing single web requests or launching full-scale, concurrent web crawls., and cml-mcp if Creating and provisioning new network labs with specified topologies and devices..
Is Scrapling free or open source?
Yes, Scrapling is open source on GitHub (BSD-3-Clause).
Is cml-mcp free or open source?
Yes, cml-mcp is open source on GitHub (BSD-2-Clause).
→