MDF accepts paint well, providing a superior finish. You can apply your own decorative veneer, lay it up with plastic laminate (Formica), and combine it with any type of solid wood. That said ...
It's possible that the levels of VOCs from the wide array of MDF furniture and other types of MDF wood, such as paneling, flooring, and decorative moldings, is strong enough to irritate some people.