Your comments

Are you on-prem or cloud hosted?
Ah yes, understood! At this time we'll only make the icons on the webpage available.
Hi Weiz, 

Have you tried to right click on the icons and Save As? We've attempted with both Macs and PCs and are able to select the option to Save As an SVG.  Hope this helps!