India, Feb. 27 -- Penetration testing has always demanded precision. Every flag, every switch, and every chained command matters. Now, that workflow is beginning to change.

Kali Linux has introduced support for Artificial Intelligence (AI)-assisted penetration testing through integration with Anthropic's Claude model using the open Model Context Protocol (MCP). The update allows security professionals to issue natural language instructions that are translated into real terminal commands on a Kali system.

Instead of memorizing syntax, testers can describe objectives. The AI interprets the request, selects the appropriate security tool, executes it, and summarizes the results.

In a traditional setup, a tester might manually run a port sc...