Mount Olympus is a summit located in Bath County, Kentucky. It appears on the Olympia USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,196.39 feet (364.66 m) above sea level. The nearest populated place is Upper Salt Lick (historical), approximately 1.0 miles to the ESE.