Mud Spring Gulch is a valley located in Broadwater County, Montana. It appears on the Three Forks USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,062.92 feet (1,238.38 m) above sea level. The nearest populated place is Jefferson (historical), approximately 0.8 miles to the SSE.