USS Cape May (ID-3520) was a United States Navy cargo ship and troop transport in commission from 1918 to 1919.

Cape May cleared Baltimore, Maryland, on 8 November 1918 laden with general cargo for the American Expeditionary Force in France.

She arrived at St. Nazaire, France, on 24 November 1918, where she loaded military supplies no longer required in Europe and embarked passengers.

Cape May was decommissioned at Norfolk on 25 August 1919 and was transferred to the United States Shipping Board the same day.

The Shipping Board sold her in 1920 to the Atlantic, Gulf and Pacific Steamship Corporation of Baltimore, but repossessed her in 1922.