Mud Spring is a spring located in Petroleum County, Montana. It appears on the Mud Spring USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,990.96 feet (911.64 m) above sea level. The nearest populated place is Kelley, approximately 4.3 miles to the SW.