Medical School Construction Grant Act - Requires the Secretary of Health and Human Services (HHS) to establish a program to award grants to eligible medical schools for the purpose of constructing, renovating, or improving medical school facilities to increase the supply of physicians. Sets forth the allocation of such awards with first priority given to new medical schools.