Scrapling
Stealth web-scraping MCP with browser fingerprint impersonation and anti-bot bypass for agents.
🛡️ AgentReady threat assessment
MAESTRO 7-layer threat model + OWASP AIVSS risk score for Scrapling, derived from its capabilities.
AIVSS 8.6 · High
View MAESTRO 7-layer threat model →Overview
Scrapling provides an MCP server for advanced web scraping using Chromium and a modified Camoufox to impersonate browser fingerprints and bypass anti-bot protections. It supports CSS-selector content filtering to cut token usage, plus proxy integration, bulk operations, and multiple output formats. The stealth-scraping surface (evading bot detection, proxy rotation) is exactly the capability a hostile prompt could weaponize.
Key features
- Browser fingerprint impersonation via Camoufox
- Anti-bot / stealth scraping
- CSS-selector content filtering
- Proxy integration and bulk operations
Use cases
- Scraping bot-protected sites
- Token-efficient content extraction
- Large-scale data collection