Mushrooms are a great source of riboflavin (20% of a recommended daily amount), and a good source of niacin and pantothenic acid (15% each). They contain thiamin and folate (4% each). Though pyridoxine and vitamin B12 don't show up on the label, mushrooms contain small amounts of both.