Triphenylphosphine–amino acid bioconjugates Ph2P‐pC6H4‐Aa‐OR [Lig; Aa = glycine (1G), alanine (2A), valine (3V), isoleucine (4I), proline (5P), or phenylalanine (6F)] were synthesized and used as monodentate ligands for the preparation of twelve metal complexes, [MCl2(Lig)2] (M = PdII or PtII). All of the prepared compounds were characterized by spectroscopic methods, and the structures of ligand 1G and complexes 1GPd, 4IPd, and 6FPd were determined by X‐ray single‐crystal diffraction. The cis and trans configurations of the square‐planar metal complexes were investigated by solution NMR spectroscopy and computational methods.