For Minecraft servers on Paper and Folia
DupeWatch
Forensic item tracking, a detection brain that sharpens itself, and zero lag. Give silent dupes nowhere left to hide.
Modern servers do not lose to lag. They lose to silent dupes and invisible exploits.
It learns your server.
A machine-learning brain scores every suspicious move and grows sharper the longer it runs. No brittle thresholds to babysit, no rules that quietly go stale.
Every item, fingerprinted.
Each stack carries a semantic fingerprint, so the same dupe is caught even across a Minecraft version update. Trace exactly how it spread, from the first duplicate to the last hand that held it.
The whole case, in game.
Evidence, staff notes, a frame by frame forensic replay of the crime scene, and one-click confiscation. Everything from one clean GUI, no console spelunking.
Invisible on your TPS.
Scanning runs entirely off the main thread. Built and proven for busy servers at hundreds of players online, so protection never costs you a single tick.