Advice needed for Astrophotography

Hello fellow fuji users, ill be heading to Indonesia for a trekking expedition in Mt Bromo and apparently the Milky Way will be visible when we camp overnight - ill need some advice on what gear do I need!

Currently have:

Body: XT30-ii Lenses: TTArtisan 27mm F2.8 Fujinon XF18-55mmF2.8-4 R OIS

What else would I require? Am thinking of getting a mini tripod here - https://shp.ee/oof6xt6, but not sure if it will suffice. Are my lenses usable for astrophotography?