Use APKPure App
Get Tap for Cowbell old version APK for Android
The lowest latency cowbell app available on android.
Due to an issue with how android devices handle sound processing, there will always be some delay in the time between when you tap the screen and the sound plays, but I'm pretty sure that this is the lowest latency cowbell app available on android.