NekoAntiCheat Overview

NekoAntiCheat is an ML-assisted detection engine that focuses on movement, combat, and inventory tampering. It combines lightweight heuristics with replay-based validators to keep false positives low while still catching emerging hacks.

Core modules

• MotionGuard – watches fly, speed, and phase exploits with tick-level precision.
• CombatSense – analyzes aim deltas, click cadence, and reach windows.
• InventoryShield – prevents ghost item duplication and rapid slot spoofing.
• Review Hub – web UI for staff to replay captures before issuing bans.

Ideal for Paper or Purpur servers running 1.19+. Integrates cleanly with LiteBans, AdvancedBan, or custom punishment systems.