Mud Lake is a lake located in Scott County, Minnesota. It appears on the New Prague USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 965.45 feet (294.27 m) above sea level. The nearest populated place is Saint Patrick, approximately 0.9 miles to the N.