Mud Tunnel Hollow is a valley located in Cocke County, Tennessee. It appears on the Neddy Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,466.96 feet (447.13 m) above sea level. The nearest populated place is West Myers, approximately 0.8 miles to the NE.