McElroy Gap is a gap located in Newton County, Arkansas. It appears on the Parthenon USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,854.43 feet (565.23 m) above sea level. The nearest populated place is Gum Springs, approximately 1.8 miles to the NNE.