Mount Olive is a summit located in Hancock County, Maine. It appears on the Bucksport USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 198.75 feet (60.58 m) above sea level. The nearest populated place is Bucksport, approximately 0.5 miles to the SW.