Blue Mounds is a village in Dane County, Wisconsin, United States. As of the 2000 census, the village had a population of 708. The population was estimated at 766 in 2009. The village is adjacent to the Town of Blue Mounds and is part of the Madison Metropolitan Statistical Area.