Explore details about location Mount Olive Road. Mount Olive Road is a location situated within the McNairy County alongside other areas such as Old Purdy Cemetery Lane, State Line Road, Feddie Davis Road. Additionally, some smaller parts of Mount Olive Road include specific areas like Highway 22-57 Cut Off, Ode Moore Road, Tulu Road adding to the diversity of its landscape.