Can I motor swap a 1zz from an automatic into my manual?

Hey guys i have a 7th gen celica gt manual transmission, it used to run fine before just like any 23 year old engine top it off weekly, but it eventually starved due to my mistakes of not knowing how to properly take care of a car (i was 15) now 19 my celi has been sitting for less then a year and i want to revive it because my v6 coupe accord is automatic and i’m missing my manual car, so original plan was to sort an engine buy it drop it in, but i read and read that if it’s from a corolla that it can be a headache and so on and tbh you can buy a used celica for the same price of the damn motor so i was thinking on going on co part or a local auction and buy one and just take the engine from that and put it into mine, only issue is all of if not most of them are automatic and the closest ones to me always without a fail are automatic so is there anything i should be aware of before going down this pit to revive my celi let me know thanks!