Kelsy 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 1,008.54 feet (307.40 m) above sea level. The nearest populated place is Crisp (historical), approximately 1.4 miles to the N.