MX Anticheat

What MX Anticheat is

MX Anticheat is a free Minecraft server plugin for detecting aim hacks, with stated support for Minecraft versions 1.8–1.21. Its checks combine heuristics with machine learning built on Millennium 5, the maker’s own recurrent neural network library. The maker says analysis runs asynchronously on the server CPU, without external Python scripts, GPUs, or cloud API calls. The README names the quark-e-1.0-56k-public model, while the latest release notes a quark-e-4.0-100k-mini model for KillAura detection.

To install it, download the JAR, place it in the server’s plugins folder, and restart; pretrained weights load from the JAR. Operators can collect samples from cheaters and legitimate players, then train the network on the server. Settings include checks, statistical thresholds, lag-back severity, cinematic-camera handling, and movement-history storage. Admin commands cover violation alerts, ban and flag statistics, player activity graphs, dataset recording, training, and live ML parameter tuning. The project is packaged as a Java JAR plugin, with Paper API and ProtocolLib listed as provided dependencies. Its repository identifies the license as Unlicense, and the README says users may fork, modify, or sell the code.

Who it suits

MX Anticheat suits Minecraft server operators seeking aim-hack detection for versions 1.8–1.21, with alerts and lag-backs among its enforcement actions. Operators who want to tune checks or train the model using server-collected samples may also find its configuration and administration commands useful.

Limits

The stated detection coverage is aim hacks, including a release note for KillAura detection. The listed setup is a Minecraft server plugin, and its Maven file lists Paper API and ProtocolLib as provided dependencies.

Getting started

1. Open the project at https://github.com/kireikosasha/MX-Project.
2. Download the plugin JAR.
3. Place the JAR in the Minecraft server plugins folder.
4. Restart the server so the plugin and pretrained weights load.
5. Configure checks and thresholds, and collect samples if you want to train the network.

Verdict

Choose MX Anticheat if you operate a Minecraft server and want configurable aim-hack detection with on-server training and administration tools. Look elsewhere if you need coverage beyond aim hacks or cannot use a Java JAR plugin with its listed dependencies.