Flaking paint on mirror bracket

I have a '99 323is, and on both mirrors, the "stuff" that covers the mirror brackets is flaking off. I'd like to repair this - is it just
paint, or something else? It seems to have a rougher feel than paint, but maybe that is because of the surface it is covering - I'm not really sure.
Thanks, Scott
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