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I use KeepPassXC for desktop totp codes. I’m sure there’s an Android app to use with it. (I use KeePassium on iOS). Edit: maybe look into KeePass2Android
You can sync with Syncthing for offline. I keep the database in the cloud but with a key on each device (not in the cloud) that’s needed to open it.
The best Android KeePass client I've used is by far KeePassDX
KeepassDX on Android and KeepassXC on Desktop, sync with SyncThing, done! AndOTP on Android is nice, but it won't run on Desktop.