LXDE is one of the lightest graphical environments you can use for your Linux desktop. This is how to add an app launcher panel in LXDE so it doesn’t consume many resources.
Don’t you really hate it when you can’t find a program in the App menu? Check out this list of Linux application launchers to help you find and open programs quickly.