Next-Generation Machine Learning powered Anti-Cheat for Minecraft 1.21+
OverWatch-ML is a sophisticated security solution that combines traditional heuristic checks with advanced Behavioral Analysis and Machine Learning to protect your server from complex cheats that traditional anti-cheats often miss.
- 🧠 ML-Driven Detection: Dedicated models for Xray, Combat, Movement, and World Interactions. Our system learns from player behavior patterns rather than just looking at individual packets.
- 📡 Detection Orchestrator: A centralized "brain" that coordinates internal ML analysis with data from external providers like Grim, Vulcan, Matrix, and Spartan.
- 📊 Real-time Behavioral Profiling: Every player has a persistent behavioral profile. View a live stream of their actions (CPS, movement speed, mining efficiency) directly in the GUI.
- 💻 Modern Staff Interface: A stunning, intuitive GUI management system. Monitor suspicious players, review live alerts, and manage punishments without ever touching a config file.
- 🛡️ Smart Bypasses: Built-in protection against false positives for players in Creative and Spectator modes.
- 🔔 Interactive Staff Alerts: Real-time notifications for staff members with one-click teleportation to the suspect.
- ⚡ High Performance: Built on Java 21 and optimized for Paper 1.21+. All heavy ML computations run asynchronously to ensure zero impact on your server's TPS.
- Minecraft Version: 1.21 or newer (Paper/Spigot)
- Java Version: 21+
- Dependency: ProtocolLib
/owml- Open the central Staff Control Panel./owml player <name>- View a specific player's detailed ML profile./owml staff- Explicitly open the staff management menu.
owml.staff- Access to the staff menu and live alerts.owml.admin- Full access to configuration and ML system tools.
OverWatch-ML works best when paired with packet-based anti-cheats. It currently supports cross-referencing scores from:
- GrimAC
- Vulcan
- Matrix
- Spartan
Developed with ❤️ by the OverWatch Team. Powered by Machine Learning.