Mount Olive is a summit located in Okanogan County, Washington. It appears on the Omak USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,545.72 feet (471.14 m) above sea level. The nearest populated place is Riverside, approximately 0.6 miles to the NE.