Cave Ridge is a ridge located in Phelps County, Missouri. It appears on the Nagogami Lodge USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 902.23 feet (275.00 m) above sea level. The nearest populated place is Westcott (historical), approximately 2.8 miles to the SSE.