x server setup for running application spanning multiple monitors

I noticed that it is possible to run linux programs on a specific display, using theDISPLAY:<display-number>.I want to run a simple tkinter application that spans the entire width of multiple screens on an ubuntu setup. Is there a way to achieve this using cli? It will be super cumbersome to drag the window over the screens manually. Want to avoid this at all means possible