Speaking on BBC Radio 5 Live, the former England international said: "I would agree goalkeeper and centre forward would be the two main priorities for me."
When asked if the club should go after De Gea, Shearer added: "Yeah, I would. I think Newcastle need a goalkeeper, and De Gea is out there. I know the salary would be huge but they wouldn’t have to pay a fee for him."