Explore details about location Oak Street. Oak Street is a location situated within the Rocky Mount alongside other areas such as South Franklin Street, Granite Gate Lane, South Edgewood Street. Additionally, some smaller parts of Oak Street include specific areas like Peachtree Street adding to the diversity of its landscape.