We consider a class of maps having the origin as a parabolic fixed point with a non-diagonalizable linear part, degenerate in the sense that it has a line of fixed points through it, and we give conditions for the existence and regularity of invariant manifolds. This class is motivated from Poincare maps of flows appearing in celestial mechanics.