Taxpayer Abuse Prevention Act of 2005 - Amends the Internal Revenue Code to repeal provisions enacted by the American Jobs Creation Act of 2004 authorizing the Secretary of the Treasury to enter into contracts with private collection agencies for the collection of taxes.