Caney Mountain is a summit located in Ozark County, Missouri. It appears on the Gainesville NW USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,263.05 feet (384.98 m) above sea level. The nearest populated place is Zanoni, approximately 3.1 miles to the E.