Good blog on how to do this.
https://naveensnayak.wordpress.com/2016/01/19/installing-virtualbox-guest-addition-on-centos-7-server-no-gui/
I did not realize that GuestAdditions plugs into the kernels with a bunch of kernel modules, which requires you to have the kernel-devel packages in order to build those modules.
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