I always liked the Martin Gardner books from his Scientific American columns. Some suitable for children are listed here: https://nrich.maths.org/books
Thankfully when I mentioned some topics from a Gardner book when at school in the 80s my maths teacher was encouraging and didn’t squash me for “reading ahead”. Also the Uk libraries near me at the time seemed to have enlightened people putting Gardner books in them.