East Fork Chestnut Creek is a stream located in Grayson County, Virginia. It appears on the Cumberland Knob USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,470.28 feet (752.94 m) above sea level. The nearest populated place is Low Gap, approximately 1.1 miles to the SSW.