Mud Spring Gulch is a valley located in Modoc County, California. It appears on the Shields Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,431.90 feet (1,655.64 m) above sea level. The nearest populated place is Cantrall Mill, approximately 8.0 miles to the S.