Granite Falls is a city in Chippewa, Renville, and Yellow Medicine counties in the U.S. state of Minnesota. The population was 3,070 at the 2000 census. It is the county seat of Yellow Medicine County. The Andrew John Volstead House, a National Historic Landmark is located in Granite Falls.