If you pay off the mortgage while the policy is active, you may be able to convert your mortgage insurance into a life insurance policy. You could also simply stop payments and cancel the mortgage protection insurance. Also, keep in mind that some mortgage protection insurance (MPI) policies will return your annual or monthly premium payments if you pay off your mortgage without a single claim.