Explore details about location Madison Avenue. Madison Avenue is a location situated within the Benton Harbor alongside other areas such as Jefferson Court, 9th Street, Parker Avenue. Additionally, some smaller parts of Madison Avenue include specific areas like Edgecumbe Avenue, North McCord Street, Plaza Street adding to the diversity of its landscape.