Mud Spring Creek is a stream located in Powder River County, Montana. It appears on the Johnnie Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,051.70 feet (930.16 m) above sea level. The nearest populated place is Coalwood, approximately 8.7 miles to the WNW.