Melville Chapel is located on Furnace Avenue, across from the Volleyball House. Next door is the Elkridge Food Pantry and Garden, which members of the congregation help to support. In 2004, Melville Chapel's womens ministry founded a clothing drive at the pantry called the Clothes Closet; it is open the second and fourth Friday of each month.