Smoke Free Mothers and Babies Act of 2006 - Amends title XIX (Medicaid) of the Social Security Act to require coverage, without cost-sharing, of counseling and pharmacotherapy for cessation of tobacco use by pregnant women. Provides for an increased federal medical assistance percentage (FMAP) for tobacco cessation counseling services and medications.