C.L.A.R.A

C.L.A.R.A — Cheat.Limiting.Adaptive.Response.Algorithm (Alpha)

C.L.A.R.A aims to become one of the first AI-assisted anti-cheat systems for Minecraft. While AI integration is planned, current versions focus on robust, modular packet validation and lightweight detection logic.

Current Features C.L.A.R.A monitors key client packets to detect values and behaviors that are impossible in vanilla survival Minecraft. All checks are designed to be efficient, asynchronous, and explicitly rule-based.

Monitored Packets:

• Animation
• Abilities (basic anti-fly check)
• Position
• PositionLook
• Look
• BlockDig
• BlockPlace
• Chat (basic moderation system)
• HeldItemSlot
• InteractEntity
• SteerVehicle
• VehicleMove
• LoginStart

Note: LoginStart includes functionality from our other plugin, DDosDefender. Due to differences in packet management libraries, customization and client messaging are currently limited but planned for future updates.

Experimental: TimerCheckA Added in version A-0.2 and above, TimerCheckA uses the PositionLook packet and player ping to estimate packet timing consistency. Since Minecraft clients typically send movement packets every 50ms (20 TPS), this check flags packets arriving faster than 49.5ms, which may indicate timer manipulation. Planned improvements:

• Incorporating Position and Look packets (Done in V Alpha-0.3+)
• Adaptive thresholds based on server tick rate

Note: C.L.A.R.A is currently in Alpha. Bugs and incomplete features may be present. We’re actively developing new detection logic, improving client messaging, and expanding packet coverage. Feedback is welcome and appreciated as the project evolves.