Explore details about location Madison Avenue. Madison Avenue is a location situated within the Memphis alongside other areas such as Cambridge Avenue, Winfield Road, Court Avenue. Additionally, some smaller parts of Madison Avenue include specific areas like Dr. Martin Luther King, Jr. Avenue adding to the diversity of its landscape.