Cary Flat Branch is a stream located in Avery County, North Carolina. It appears on the Grandfather Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,099.74 feet (640.00 m) above sea level. The nearest populated place is Gragg, approximately 1.2 miles to the N.