The invention relates to a method and application for preparing water-soluble luminescent metal clusters of platinum, gold, silver and copper. This method uses the biomolecule histidine as a stabilizer and ascorbic acid as a reducing agent to prepare four metal clusters with photoluminescent properties of platinum, gold, silver and copper. This method is non-toxic and harmless, and the conditions are mild and fast. , the size distribution of the generated metal clusters is uniform, the particle size is 1-2 nm, and it has good luminous efficiency. The luminous efficiencies of metal platinum, gold, silver, and copper clusters prepared by the method of the present invention are 2.93%, 13.1%, 6.97%, and 8.26%, respectively, and have high selective response to aqueous phase iron ions, and the fluorescence intensity will decrease. Significantly decreased with the increase of iron ion concentration. The linear response ranges to iron ion concentration are 0.05-110μmol/L, 5-125μmol/L, 2.5-500μmol/L and 0.5-100μmol/L, respectively. It can be used as a high-sensitivity fluorescent probe for iron ions in the field of biological detection. It has good application prospect in iron ion detection sensor.