Gurney who is only 32 suffered an ankle injury last season, and has never fully recovered from this problem meaning he wasn't able to play at all this season.
Manager Paul Sturrock said: "I am disappointed for the boy because he has been an honest, hardworking player with a great free-kick on him. We were hoping that his versatility could have benefited us but football seems to kick you in the teeth."