The present invention discloses a graphite lubricant with good high temperature adhesion, the graphite lubricant is prepared from the following raw materials in parts by weight: 25-35 parts of petroleum ether, 4-8 parts of absolute ethanol, 5-9 parts of engine oil, 0.2-0.4 part of calcium salicylate, 1-2 parts of ethylene bis stearamide, 2-4 parts of polyethylene wax, 2.5-4 parts of nano-graphite, 3-5 parts of sodium gluconate, 1-2 parts of polyacrylamide, 1-2 parts of toluene diisocyanate, 4-9 parts of methyl isobutyl ketone and 15-25 parts of modified graphite powder; the graphite lubricant is reasonable in raw material distribution, both can ensure good low-temperature film forming performance, also ensures good high temperature adhesion and suspension dispersion property, and has high temperature resistance, high contact pressure resistance and adequate load wear-resisting capacity, the manufacturing process can meet the needs of aluminum extrusion, the cost is moderate, and the performance cost ratio is high.