Kitten Creek is a stream located in Riley County, Kansas. It appears on the Olsburg SW USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,116.34 feet (340.26 m) above sea level. The nearest populated place is Keats, approximately 0.7 miles to the NNW.