Durham, NC 27701. The Durham Rescue Mission provides food, shelter and other programs and services to the homeless men of Raleigh-Durham-Chapel Hill through our men’s program. By offering safe shelter, three meals a day, clean clothing, Biblical counseling, financial planning, vocational training, GED/education and.