Military Retiree Health Care Relief Act of 2007 - Amends the Internal Revenue Code to allow a refundable tax credit for premiums paid to enroll military retirees and their spouses and surviving spouses for supplementary medical insurance under part B of title XVIII (Medicare) of the Social Security Act.