Like the industrial look of the plumbing pipe shelving here, here, and here? Here's a somewhat heavier version translated for a dining room table:
This project uses off-the-shelf pipes and fittings that are easily found at any big box or neighborhood hardware store. The pieces screw together with no tools whatsoever. Follow the step-by-step how-to, complete with a shopping list, at Frugal Farmhouse.