Cat Creek is a stream located in Otter Tail County, Minnesota. It appears on the Sebeka NW USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,410.76 feet (430.00 m) above sea level. The nearest populated place is Hillview, approximately 0.5 miles to the WNW.