The process of staining wood furniture is not daunting. If you have to remove any paint before staining the piece, though, there will be more steps, tools (and perhaps chemicals) involved.
Why should the cabinets get to have all the fun? Design a nature-inspired room with a wood theme throughout. If you're loving the wooden look but your cabinets are already coated with a glossy paint, ...