Medicare Advantage Audit Reports Act - Amends part C (Medicare+Choice) of title XVIII (Medicare) of the Social Security Act to require the Secretary of Health and Human Services to prepare and make available reports stating his or her analysis and conclusions about the financial audits of Medicare Advantage organizations.