most sites will explain how to download items to keep before services shut down. Before Amazon Music discontinued their uploader, you should have received a notice in your inbox reminding you to save music you already own if you want to keep it by ticking the ☑ next time you sign in (including have an active Prime membership)

Other music you own will be stored in the Music Folder in Windows Media Player.