the author has specified why, in a pretty detailed post about it (https://www.iceblock.app/android). they quote your exact concern as the reason they only support Apple:
> Apple’s ecosystem allows for push notifications to be sent without requiring us to store any user-identifiable information.
edit: however, GrapheneOS disputes this: https://bsky.app/profile/grapheneos.org/post/3lswujex4e22w