Rice Creek is a stream located in McLennan County, Texas. It appears on the Elm Mott USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 443.15 feet (135.07 m) above sea level. The nearest populated place is Leroy, approximately 1.5 miles to the NW.