The invention discloses a mold frame mechanism for a high-precision powder mold forming servo press. The mechanism comprises a master pattern, an upper sliding assembly, a lower sliding assembly, a fixed mold mounting plate, a mold mounting plate, a middle bar base and core bars. A lower mold base is arranged above the fixed mold mounting plate, a gap is reserved between the lower mold base and the fixed mold mounting plate, a lower mold is arranged on the lower mold base, the middle bar base is arranged in the gap between the lower mold base and the fixed mold mounting plate, a mold mountingplate is arranged above the lower mold base, the master pattern is arranged on the mold mounting plate, the middle bar base and the master pattern are fixedly connected, multiple mold cavities in clearance fit with the lower mold are machined in the master pattern, multiple core bars penetrating through the lower mold are arranged on the middle bar base, and the tops of the core bars are arrangedin the mold cavities. The master pattern, the upper mold, the lower mold and the core bars are arranged on the mold mounting plate, the upper mold, the lower mold and the core bars are matched with the master pattern, the filling powder can be conveniently pressed into a cylindrical product with the inner ring and the outer ring concentric, and meanwhile, the equipment pressing precision is ensured.