Mud Tunnel Branch is a stream located in Cocke County, Tennessee. It appears on the Neddy Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,496.86 feet (456.24 m) above sea level. The nearest populated place is West Myers, approximately 0.8 miles to the NE.