Robinson Gap is a gap located in Polk County, Tennessee. It appears on the Ducktown USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,591.26 feet (789.82 m) above sea level. The nearest populated place is Harbuck, approximately 1.5 miles to the ESE.