Cato Creek is a stream located in Sequoyah County, Oklahoma. It appears on the Cookson USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 695.54 feet (212.00 m) above sea level. The nearest populated place is Blackgum, approximately 1.8 miles to the SSW.