Sharp has been mentioned as one of the most skilled players never to have been capped by the Scottish national team, the closest he came being a single appearance for the Scottish Football League XI in 1952, an unexpected but deserved 3–0 defeat to the Welsh Football League team which would have done little to improve his selection prospects.