The 2003 Colonial Athletic Association Baseball Tournament was held at Coy Tillett Sr. Memorial Field in Manteo, North Carolina from May 21 through May 25. The event determined the champion of the Colonial Athletic Association for the 2003 season. Top-seeded VCU won the tournament for the second time and earned the CAA's automatic bid to the 2003 NCAA Division I Baseball Tournament.