The 24-year-old moves to the Penny Cars Stadium from Queen's Park after enjoying a good season with the Spiders and scoring some spectacular goals.
Murray told the club website: “We’ve watched Kurtis several times and we’re delighted to get him in amid stiff competition for his signature. He’ll bring drive, energy and aggression from the middle of the park."