A torque socket having torque value indication, includes: a main body, one side thereof axially disposed with an insertion part and another side thereof axially formed with an accommodation slot, wherein at least one guiding tenon and an indication ring are radially and axially disposed on an outer circumference of the accommodation slot respectively, an outer circumference of the indication ring is annularly provided with torque value marks; a torque adjusting assembly, including a spring and a shaft cylinder, wherein an outer circumference of shaft cylinder is radially formed with an arc-shaped guiding slot allowing the guiding tenon to be inserted, the shaft cylinder can axially compress the spring for adjusting a torque value; and an end cover ring, having an indication mark at an outer circumference thereof. Accordingly, the indication mark can be aimed at one of the torque value marks for displaying a locking torque value.