Mud Lake is a lake located in Itasca County, Minnesota. It appears on the Split Hand Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,266.27 feet (385.96 m) above sea level. The nearest populated place is Rabey (historical), approximately 5.0 miles to the SE.