Mud Hole Branch is a stream located in Saline County, Arkansas. It appears on the Fourche SW USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 513.81 feet (156.61 m) above sea level. The nearest populated place is Cold Springs (historical), approximately 1.0 miles to the WNW.