Panther Creek is a stream located in Caldwell County, Missouri. It appears on the Flat Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 741.47 feet (226.00 m) above sea level. The nearest populated place is Proctorville, approximately 1.8 miles to the SSW.