Actually, yes you can. If you’ve paid off all your debt, it’s possible that you won’t have a credit score when you apply for a mortgage. You’ll just need to supply some additional paperwork so the underwriter can review it personally – it’s a process called manual underwriting, and it might make the mortgage process take a little longer than usual.