Blue Mounds is a village in Dane County, Wisconsin, United States. As of the 2020 census, the village had a population of 948. The village is adjacent to the Town of Blue Mounds, and is part of the Madison Metropolitan Statistical Area. Blue Mounds was named by French missionaries for the blueish hue of three nearby mounds.