Hi Terrence –
Good question. Janitor should be available on multisite just like any other add-on pack. I’m not aware of anything in Janitor that would prevent that. Have you installed it as a network install or single-site?
I may have to check it on my multisite setup and play with the configuration of my environment on that system to see what my stop it from showing up in some cases.