Any way to use Custom Taxonomies across an entire Multi-Site Network?

Would it be possible to create a custom taxonomy that would appear in all themes across a Multisite network, as opposed to creating the custom taxonomy in functions.php?

I would imagine an mu-plugin could be created...has anyone looked into this?