Mud Hollow is a valley located in Cocke County, Tennessee. It appears on the Paint Rock USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,507.06 feet (459.35 m) above sea level. The nearest populated place is Wolf Creek, approximately 2.0 miles to the NW.