Some /system/app disappear on app drawer! How to start an app not in drawer?
If you replaced the stock launcher with a 3rd-party launcher, the only way to go back to stock launcher is to clear/unset the default launcher (which is what you did), and select a new launcher - in this case, the stock launcher. You will never find a shortcut to the stock launcher in your list of apps.