Mud Lake is a lake located in Todd County, Minnesota. It appears on the Round Prairie USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,309.48 feet (399.13 m) above sea level. The nearest populated place is Little Sauk, approximately 3.4 miles to the ESE.