Let be a rationally parametrized planar homogeneous potential of homogeneity degree $k\neq -2, 0, 2$. We design an algorithm that computes polynomial \emph{necessary} conditions on the parameters such that the dynamical system associated to the potential is integrable. These conditions originate from those of the Morales-Ramis-Sim'o integrability criterion near all Darboux points. The implementation of the algorithm allows to treat applications that were out of reach before, for instance concerning the non-integrability of polynomial potentials up to degree . Another striking application is the first complete proof of the non-integrability of the \emph{collinear three body problem}.

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