Enhanced Opportunities for Formerly Homeless Veterans Residing in Permanent Housing Act of 2007 - Authorizes the Secretary of Veterans Affairs to conduct pilot programs of grants to: (1) coordinate the provision of supportive services available in the local community to very low income, formerly homeless veterans residing in permanent housing; (2) provide outreach to inform low-income and elderly veterans and their spouses who reside in rural areas of benefits for which they may be eligible; and (3) establish new, or expand or modify existing, programs or activities to furnish transportation, childcare, and clothing assistance to certain individuals with service-related disabilities who are entitled to a rehabilitation program.