To play downloaded MP3 files on an iPhone, you can use various methods. One way is to transfer MP3 files to iCloud Drive and play them directly from there. Alternatively, you can add MP3 files to your iTunes or Music app on a computer and then sync them to your iPhone. There are more ways to play MP3 locally.