Aleen's Tacky Glue.
I have used and liked all of her glues but this is may favorite. It works on just about everything. If you leave it out for a while, some of the moisture evaporates and it becomes super tacky glue (which she also sells). We have used it on frames, wood trim, toys, fabric, scrapbooks and cards, etc. I had one bottle of her super tacky glue that came in a jar instead of a bottle and when that was gone, I poured the regular tacky glue into it so I that can use it with a craft stick if I need to. It's much easier than trying to pour it out through the little pointed tip when more is needed.