Look up Jinn. While plenty of people get the general “genie” stereotype there’s a lot more to Jinn/Djinn Mythology to be explored that can give inspiration. Such as ones that… tickle you to death… cuz… why not.
Have you looked at 1001 Arabian Nights? Loads of fantasy and sci fi in there that might help. Jinn, mermaids, immortal space travellers, I read a fair few of them as a kid and they were cool.
The game is fantastic in its own right, and I don't know if it's directly related to any Arabic mythos/lore or if it's just one person's inspired creation, but there are tons of characters, cultures, gods and elemental powers to check out that are all along the lines of what you're looking for I think.
Any kind of anime like powers inspired by a culture. For example. A bird man with incredible force Sun fueled powers, or a Woman can turn into a Snake, or a silent assasin that confuses their victims with their whistling.
There are also some excellent audiobooks now of the Qu'ran on audible, and torrents. I read a new-ish translation by prof Abdel Haleem, it was very well done.
Yeah, not its purpose but it’s very good at explaining events, few words but very telling, not to mention the poetic nature of the Arabic language, who hasn’t heard about the people of the cave (Al-kahf)? That chapter also has some beautiful recitations (with English translations)