Metal precursors are crucial because they determine the structure, morphology, and composition of the final catalyst. The choice of precursor can influence the dispersion of the active metal on the support, the particle size, and the oxidation state of the metal. These factors are critical in determining the catalytic activity, selectivity, and stability of the catalyst.