Bitter Creek is a stream located in Barber County, Kansas. It appears on the Medicine Lodge SW USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,532.15 feet (467.00 m) above sea level. The nearest populated place is Forest City, approximately 0.8 miles to the NNW.