A modular frame system for support of pressure vessels used in water treatment systems comprising a plurality of frame cells is disclosed, where each frame cell is releasably attachable to other frame cells in a variety of relationships. The frame cells may be attached horizontally, vertically, or side-by-side. The frame cells are designed to accommodate a variety of pressure vessels having different sizes and weights, and having different connections for connection to other pressure vessels.