Mount Olive may refer to the following places in the U.S. state of Alabama: Mount Olive, Barbour County, Alabama, a ghost town Mount Olive, Blount County, Alabama, an unincorporated community Mount Olive, Butler County, Alabama, an unincorporated community Mount Olive, Calhoun County, Alabama, an unincorporated community Mount Olive, Coosa County, Alabama, a census-designated place Mount Olive, Dekalb County, Alabama, an unincorporated community Mount Olive, Jefferson County, Alabama, a census-designated place Mount Olive, Lauderdale County, Alabama, an unincorporated community Mount Olive (ghost town), Lauderdale County, Alabama, a ghost town Mount Olive, Marshall County, Alabama, an unincorporated community Mount Olive, Randolph County, Alabama, an unincorporated community Mount Olive, Tuscaloosa County, Alabama, an unincorporated community