Fuel Efficiency Encouragement Act of 2007 - Amends the Internal Revenue Code to: (1) repeal the limitation on the number of new qualified hybrid and advanced lean-burn technology vehicles eligible for the alternative motor vehicle tax credit; and (2) provide a tax credit for manufacturing new qualified hybrid motor vehicles.