Rye Straw Branch is a stream located in Pike County, Kentucky. It appears on the Varney USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 897.67 feet (273.61 m) above sea level. The nearest populated place is Varney, approximately 0.0 miles to the NW.