What could be causing my GFCI to trip?
GFIs don't actually measure "ground fault", they measure the difference between the current (amperage) going in and the current going out.  It sounds like the current is leaking a little bit on each one, but maybe in not sufficient magnitude to trip the GFI.  Try doing 2 or 3 and seeing what happens..