Hello, I just tried to install fresh Debian Buster on a VM and tried to reproduce the bug. It appears that Discover works fine on a clean install.
As I mentioned before, I am able to reproduce this with AppStream metadata manually disabled in APT configs. So this may be the reason. Please lower the severity. -- Alexander Kernozhitsky