Yes. You should calculate cosine distance matrix between points and then pass it directly to MDS using the option “dissimilarity == ‘precomputed’” just like shown in official documentation: https://scikit-learn.org/stable/modules/generated/sklearn.manifold.MDS.html#sklearn.manifold.MDS.fit