The formula and resulting proof of kurtosis is even more messy and we won’t bother with proving it for this distribution! If you start searching on the web for the formula then you will find many places just ignore the kurtosis for the hypergeometric. So we will as well here and just note that as the parameters increase the resulting graph sure looks bell-shaped. That is, approaching a kurtosis of 3.