Urban Development Act of 2006 - Instructs the Secretary of Housing and Urban Development to establish an urban blight demolition program. Authorizes the Secretary to award grants to eligible recipients to demolish condemned or tax-foreclosed residential housing in urban areas, including: (1) remediation of the demolition sites prior to demolition; and (2) rehabilitation of the demolition sites to public use spaces.