A crowd of 1,728 saw a tight first half produce few clear-cut chances but Andy Kirk's team stepped things up after the break.
Lewis Moore, on loan at Forfar Athletic, swept home the opener in the 52nd minute and winger Callumn Morrison added the clincher 10 minutes later.