The calculated distance (air line) between Mkokotoni and Zanzibar is approximately 20 miles respectively 33 kilometers.
By car or train, the actual journey to Zanzibar is certainly longer, as only the direct route (as the crow flies) between Mkokotoni and Zanzibar has been calculated here.