Mount Savage is an unincorporated community and census-designated place in Allegany County, Maryland, United States. As of the 2010 census it had a population of 873.A small blue-collar community, Mount Savage lies at the base of Big Savage Mountain in the Allegheny Mountains, between the cities of Frostburg and Cumberland.