The invention relates to a low-dosage guar multinuclear cross-linking agent for the field of petrochemical engineering, the low-dosage guar multinuclear cross-linking agent is prepared from water, polyhydric alcohol, polyol, carbohydrate, boron compound and inorganic acid salt. The preparation method of the cross-linking agent comprises the following steps: putting water, polyhydric alcohol and polyol in a reactor to heat to 60 DEG.C, reacting for 90-120min, and then adding a boron compound, carbohydrate and the inorganic acid salt, warming to 80-90 DEG.C, reacting for 3-6 hours, regulating pH to 8-10 by using sodium hydroxide, reacting for 1-3 hours to obtain the low-dosage guar multinuclear cross-linking agent. The low-dosage guar multinuclear cross-linking agent is capable of providing a plurality of cross-linking centers, the use concentration of the guar can be greatly reduced, the concentration of the guar is reduced to more than 30% of conventional system dosage, the dosage of the cross-linking agent is less, and the cross-linking is delayed, the damage of the guar system fracturing fluid to the stratum is obviously reduced, and the use performance of the fracture fluid is guaranteed.