Detection
Two layers.
Zero blind spots.
Rules catch what is obvious. ML catches what is not. Together they cover every player, from blatant cheaters to ghost bypass configs.
Blatant and Closet Detection
A deterministic pipeline built on packet-level analysis. Every check is tunable per server. A 500-player SMP and a 20-player PvP arena do not share the same thresholds, and they should not have to.
Ghost Cheating Detection
A trained model that runs alongside the rules layer. It targets ghost configs like LiquidBounce bypasses, the ones that look human until they do not. Trained on labeled movement and combat packet logs from real servers.
Setup
Three steps
to a cleaner server.
Grace runs on Velocity. Drop the plugin in, configure thresholds once, and it runs silently in the background.
Install
Drop the Grace plugin into your Velocity proxy plugins folder. No backend changes needed. Proxy-level interception from day one.
Configure
Tune thresholds for your playerbase. Set up Discord webhook alerts and define your punishment ladder. Warn, kick, or ban on your terms.
Rest easy
Rules-based checks fire instantly. The ML sidecar flags ghost configs in the background. You get notified. Cheaters get removed.
Ready to run Grace?
Download from Modrinth, review the source on GitHub, or reach out on Discord for help with thresholds or custom plugin work.