<h2>Summary</h2> Establishing mechanical chirality has remained a substantial synthetic hurdle despite the fast-growing applications of interlocked architectures in supramolecular chemistry. Here, we report the development of a catalyst-controlled desymmetrization strategy that decouples the creation of mechanically planar chirality and assembly of interlocked bonds. Employing a novel class of anionic chiral phosphine ligands, the Pd-catalyzed Suzuki-Miyaura reactions enable enantioselective access to various mechanically planar chiral rotaxanes. This study demonstrates that precise catalytic stereocontrol over mechanical chirality is achievable by engaging distal ionic substrate-catalyst interactions, despite the noncovalent nature of the interlocking stereogenic elements.