Mount Olivet Cemetery is a Catholic cemetery located at 10378 Military Road in Key West, Iowa approximately 4 mi (6.4 km) south of Dubuque. It is one of the two large Catholic cemeteries located in the Dubuque area. The cemetery is located near Saint Joseph's Catholic Church in Key West, but is operated independently.