Got it at Ace Hardware. Rutland Black HI-TEMP Stove & Gasket Cement: Adheres all types of gaskets to steel & cast iron. Withstands 2000*F (1095*C)
It doesn't say it won't work on other metals so I'm hoping it'll be fine. Judging by the extensive warning labels it should work