shops in Rome?

My dad (a stamp collector) will be visiting Rome and be near the
Vatican. He would like to visit a nearby stamp shop while he is there.
Are there any shops? I found http://www.italphil.org/ and sent them a note, but it isn't clear that they are a shop, or only an on-line presence.

thank you much in advance,

Thanks all for your help!