Civil Reserve Air Fleet Missile Defense Pilot Program Act of 2007 - Directs the Secretary of Defense to: (1) carry out a two-year pilot program to determine the feasibility and desirability of equipping at least 20 turbojet aircraft in the Civil Reserve Air Fleet with a shoulder-fired missile defense system; and (2) report program results to the congressional defense and appropriations committees.