You can find dedicated collections of Gintoki Sakata backgrounds on popular wallpaper sites:

is excellent for finding specific resolutions like 1920x1080.

Clean designs that focus on Gintoki’s iconic white hair and blue-patterned yukata against simple backgrounds.