McAfee Branch is a stream located in Coffee County, Tennessee. It appears on the Centertown USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,014.75 feet (309.30 m) above sea level. The nearest populated place is Shady Grove, approximately 0.8 miles to the SE.