Explore details about location Grandview Cove. Grandview Cove is a location situated within the McCormick County alongside other areas such as Wideman Cemetary Road, Forest Service F570, Langley Road. Additionally, some smaller parts of Grandview Cove include specific areas like Magnolia Lane, Magnolia Circle, Magnolia Cove adding to the diversity of its landscape.