The present invention relates to a medical device, particularly a vascular graft or an arteriovenous (AV) graft for haemodialysis. The medical device comprises a layer of porous silk fibroin matrix and a layer of knitted silk fibers. The invention further relates to processes of manufacture of such medical devices and methods of use of such devices.