Abid Khan, who was running the arms factory, was yesterday arrested, Superintendent of Police Sanjeev Tyagi said.
However, Khan's accomplice, Vinod, managed to escape, he said.
Five country-made pistols along with items used in manufacturing of firearms were recovered from Khan's possession, Tyagi said.
Khan used to sell the firearms to other criminals, he said.