The offence happened in Chelmsford Avenue at about 5.30pm yesterday (Tuesday).
Two men, aged 39 and 50, from Grimsby, have been arrested on suspicion of robbery.
They remain in custody, police said.
Armed robbers target Grimsby pharmacy
Armed robbers targeted a pharmacy in Grimsby.