Sometimes, the artist will be a part of the story, acting as a narrator and participant at the same time. But it is the lip sync close-up shots and the miming of playing instruments that remains the key of good music videos.
The mise en scene in particular can be used as a symbol and make the music videos unique to the artist and have props etc. that relate to them and their songs.