People are having issues figuring out how to remove the "Edit on Github" button, and I would agree that it's cumbersome.

I don't think it's a good idea to remove it, but I'm sure people have their reasons.

The most straight-forward solution would probably be to respect the html_show_sourcelink setting.

See also: sphinx-doc/sphinx#2386