Minecraft anticheat guide
How to Reduce Anticheat Alert Noise
How server owners can reduce noisy alerts without weakening protection or hiding real combat abuse.
Triage in order: cooldown, permission, webhook, stage
Work through alert noise in a fixed order. First confirm the alert cooldown setting; if staff still receive too many notifications, review check selection and alert routing.
Next, review the alert-view permission and remove it from staff who do not need live alerts. Check webhook routing so high-volume notifications go to an appropriate channel, then tune the noisy check using examples from your server.
Separate confidence tiers in the staff feed
Split output into at least two streams: high-confidence flags for the live staff channel and observational flags for a review log. Move a check between streams based on staged evidence, not on complaint volume, and record each move with its reason and approver.
Keep VL history and debug values attached in both streams so a moved check remains reviewable. Silence without evidence is hiding, not tuning.
Tune the check, not just the channel
For persistently noisy checks, narrow scope, adjust thresholds from staged data, add legitimate-case exemptions, or split enforcement tiers so the check informs without punishing. Re-measure after each change with the same scenarios.
If a check cannot be made both quiet and useful on the server's profile, document that explicitly and keep it observational rather than letting it spam an ignored channel.
FAQ
What is the first thing to check when alerts flood?
Alert pacing and routing: cooldown behavior, who holds the alert permission, and whether low-confidence output shares the main staff channel.
When is disabling a noisy check justified?
When staged evidence shows it cannot separate fair from abusive play on the server's profile. Document the decision and keep the check observational, not silently dead.