Why does the capacitor exist on this breakout board but not others that have same function?
You mean this one?



That capacitor looks pretty pointless to me. The power supply and the devices it powers should both already have filtering capacitors of their own, so one more small capacitor placed this close to the power supply won't do anything useful.