Mud Spring Gulch is a valley located in Custer County, Idaho. It appears on the Bradbury Flat USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,146.98 feet (1,568.80 m) above sea level. The nearest populated place is Bayhorse, approximately 4.6 miles to the WSW.