I only ever gather shards for the FC. But I get plenty of shards from treasure hunts and such. Enough infact that I can dump 500 to FC and 500 to a friend as needed and still have plenty for my own needs of slowly leveling up.

I did try gathering shards once though... 2000 of them... My brain still hurts from that.