Is having too many plants in your tank a bad thing?

Adding 15-20 more plants (if they were larger and not just foreground) may be a bit excessive. You really can't have too many plants as long as the swimming space requirements and habitat preferences of your fish aren't infringed upon. If you really like plants maybe you could try setting up a planted tank for the plants with just some tetras or rasboras.