ZeroClipboard requires Adobe Flash in order to perform it's clipboard function and thus it will not work in any browser that does not have Adobe Flash installed.
So, since there are hardly any mobile devices with Adobe Flash (only a few older Android devices), it won't work on mobile devices.
When I asked this question about an alternative to ZeroClipboard that doesn't require Adobe Flash, no other solutions were offered.