Wonder Tape 1/2 inch
This tape is super sticky and works on all kinds of embellishments including metal pieces (in my experience). The 1/2 inch size is great for adhering paper and slightly larger bits to your project. Since its acid free it also works great on photos. Plus it's a pretty good price for the amount you get so you can't really beat it.