Finishing around brick veneer fireplace
I would go with a piece of square trim that would fit under.  stain it to be the color of your floor or perhaps darker (or black).  It would cover the board but it would have a finished look.  I'd also try to make it thin enough so that it wouldn't stick out past the brick.