Plants are selected to not be great to eat, basically. Cellulose in particular is almost impossible to biochemically break back down (but not completely), and is a pretty good structural material, too.

Seeds are often still palatable once you get through the shell, basically because turning into a baby plant is an already a tough design constraint. Some plants still have tricks - notice that it's the spiciest part of a hot pepper.