I wear black leggings under my dress or skirt (depending on the day) because they are neutral in color for my wardrobe and I'm always cold. And almost every player in my chapter that doesn't wear straight pants wears some sort of legging - some have crazy amazing patterns and some are plain like mine.
And some folks wear them under their pants as a base layer against the cold. So they are A-Okay in all aspects.