Upper Mud Lake is a lake located in Hubbard County, Minnesota. It appears on the Skunk Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,442.88 feet (439.79 m) above sea level. The nearest populated place is Arago, approximately 3.6 miles to the WSW.