NeuroSploit is a penetration testing framework that employs autonomous AI agents to discover and exploit vulnerabilities across 100 vulnerability types. It uses multi-provider LLM support (Claude, GPT, Gemini, etc.) to orchestrate reconnaissance, testing, and exploit chaining within isolated Kali Linux containers. The system includes anti-hallucination validation, false-positive hardening, and real-time monitoring through a web dashboard.