Plastic protector is fine, you could leave it there for peace of mind.

But I removed it because I find its looks hideous for my eyes, I always make sure rear derailleur works perfectly all the time so case of chain accidentally drops inward of the rear cassette never happens.

Its common sense to always check your bike before going out, no? see if your every parts of the bike works.