Diagram showing the workflow that created the ReaLigands ligand library. This involved first the development of an algorithm to dismantle experimentally reported mononuclear transition metal complexes. Each ligand was then classified according to ligand-to-metal atomic connections and denticity. Ligand charge assignment was performed using quantum-chemical calculations combined with a machine learning classification model.