Flat Rock Creek is a stream located in Neosho County, Kansas. It appears on the Erie USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 840.01 feet (256.04 m) above sea level. The nearest populated place is Saint Paul, approximately 1.5 miles to the NW.