Iranian passport holders

You can probably apply for it from there.
The required documents include: your passport and its photocopy, the application form, a passport-style photo, your valid entry permit to Nepal, an invitation letter from Chinese tourist bureau, your travel itinerary including round trip tickets, hotel reservation, proof of your financial support, and personal information statement.