Asha Bhawan Trust of India is dedicated towards helping the homeless and those who suffer from drug addiction. They have two centres in the city, one in Janakpuri and another one in Govindpuri where you can drop off clothes and blankets you’d like to donate or you can even get in touch with them to schedule a pick-up from your house.
Find more information here.