Magneto-optical trap (MOT) at narrow (weak) transition offers lower temperature and hence is the key for production of high phase density atomic cloud and subsequently quantum degeneracy with high number of atoms for many elements. In this paper, we describe loading of 87 Rb atoms in the MOT using a narrow open transition at 420 nm from the routinely implemented MOT using broad cyclic transition at 780 nm (IR). The total linewidth of the blue transition, 5S 1/2 → 6P 3/2 is 1.4 MHz, which is around 4 times narrower than the standard 5S 1/2 → 5P 3/2 cyclic transition. Using this narrow transition, we have trapped around 10 8 atoms in the MOT with a typical temperature of around 54 µK. We have also studied the behavior of the blue MOT with various parameters such as hold time, detuning and power of trapping and repumper beams.