We suggest that the special properties near zero virtuality of three-d
imensional QCD follow from a Hermitian random matrix model. The exact
spectral density is derived for this family of random matrix models fo
r both an even and odd number of fermions. New sum rules for the inver
se powers of the eigenvalues of the Dirac operator are obtained. The i
ssue of anomalies in random matrix theories is discussed.