Mud Lake is a swamp located in Stevens County, Minnesota. It appears on the Alberta USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,100.21 feet (335.34 m) above sea level. The nearest populated place is Alberta, approximately 2.2 miles to the ENE.