Tell me whats wrong with this pic and how to fix it

When i bought my 74 dart this was what the brake booster looked like and i really dont think its how it should be. My brakes are less than stellar so i figured this is part of the problem. Can anyone tell me what is covered by the tape and how to properly fix it? Even if its as simple as pulling the tape off, i just dont know.