Mud Lake is a lake located in Clearwater County, Minnesota. It appears on the Heart Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,519.72 feet (463.21 m) above sea level. The nearest populated place is Mallard (historical), approximately 2.5 miles to the ENE.