Ab initio quantum chemical techniques are applied to the investigation of structural and bonding properties of microporous aluminophosphates and gallophosphates. The calculations find a close measure of agreement with experimental structural data. The bonding in the materials is shown to be of 'molecular ionic' character, i.e. comprising Al3+ (Ga3+) and PO43- ions. Calculated redox energies are reported for Co-substituted materials.