Sometimes Mei likes to dream that she's a magical girl. This is an outfit she came up with. She wore it to a convention once. Everyone thought she was Sakura.
Not all the art of Mei is panty shots and/or gore. Really, Mei's just a closet nerd trying to have a normal life. And then evil character owners keep happening to her.