Explore details about location Mount Olive Church Road. Mount Olive Church Road is a location situated within the McDowell County alongside other areas such as South Cascades Drive, Whitson Drive, Leach Street. Additionally, some smaller parts of Mount Olive Church Road include specific areas like A B Elliott Road adding to the diversity of its landscape.