We describe the construction of catalogues of galaxy clusters from the
APM Galaxy survey using an automated algorithm based on Abell-like se
lection criteria. We investigate the effects of varying several parame
ters in our selection algorithm, including the magnitude range and rad
ius from the cluster centre used to estimate the cluster richnesses. W
e quantify the accuracy of the photometric distance estimates by compa
ring them with measured redshifts, and we investigate the stability an
d completeness of the resulting catalogues. We find that the angular c
orrelation functions for different cluster catalogues are in good agre
ement with one another, and are also consistent with the observed ampl
itude of the spatial correlation function of rich clusters.