Create a Shortcut of the Current Tab

If you like to create a shortcut to the website that you are currently viewing, go to Customize -> Tools -> Create application shortcuts. This will ask you where you like to create the shortcut for this website, as shown below.

Once you create a application shortcut, next time when you click on it to open it, it will open this site in a Chrome browser without any tabs, url location bar, etc.