I took the rear off but left the front on. The front one also acts as a case protector should a chain break and slam into the engine...
You can get an aftermarket steel front case protector/chain guard from WVsandman that still affords the protection, but allows debris to tumble out. He has some threads on this forum (mods & vendors, I believe?).