Excelsior Mountain can refer to

Excelsior Mountain (Yosemite) in California, U.S. Excelsior Mountain (Alberta) in the Maligne Range in Canada Excelsior Mountain of the North Cascades in Washington state, U.S. Excelsior Mountains in Nevada, U.S.

See also Excelsior (disambiguation)#Places