In Trello, I see a list of Notifications on the right with a red alarm "bell" to signify I have new notifications ( @comments to me, etc.)
But, I can't tell which of them I've already viewed.
One possible solution:
A card that has a Notification since I last looked at that card will show the notifcation (red alarm bell) icon. But, I see no way to search on those cards.