McGhee Hollow is a valley located in Hamblen County, Tennessee. It appears on the Russellville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,145.96 feet (349.29 m) above sea level. The nearest populated place is Needmore, approximately 1.2 miles to the ENE.