Mud Lake is a lake located in Clearwater County, Minnesota. It appears on the Upper Rice Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,515.75 feet (462.00 m) above sea level. The nearest populated place is Alida, approximately 4.3 miles to the SE.