Explore details about location Franklin Avenue. Franklin Avenue is a location situated within the McDowell County alongside other areas such as Parkway Drive, Blue Ridge Parkway, Altapass Highway. Additionally, some smaller parts of Franklin Avenue include specific areas like Green Street, Hilltop Drive adding to the diversity of its landscape.