Woodly Branch is a stream located in Grundy County, Tennessee. It appears on the Burrow Cove USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,942.26 feet (592.00 m) above sea level. The nearest populated place is Sartain Springs, approximately 0.9 miles to the NE.