Bitter Creek is a stream located in Barton County, Missouri. It appears on the Liberal USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 820.21 feet (250.00 m) above sea level. The nearest populated place is Liberal, approximately 2.0 miles to the S.