Mud Lake is a lake located in Pine County, Minnesota. It appears on the Denham USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,051.12 feet (320.38 m) above sea level. The nearest populated place is Willow River, approximately 2.3 miles to the ENE.