A hybrid computational method for solving boundary-value problems is i
ntroduced which combines features of the meshless hp-cloud methods wit
h features of conventional finite elements. The method admits straight
forward nonuniform hp-type approximations, easy implementation of esse
ntial boundary conditions, is robust under severe distortions of the m
esh, and can deliver exponential rates of convergence. Results of nume
rical experiments are presented.