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I know the answer will be no, but is there any similar way to accomplish this on iPhone without jailbreak?

This tool relies on having a Mac desktop or laptop, since they can also show iMessages. It doesn’t require a jailbroken phone.

Find a vulnerability in the Messages app like the Safari one a few months ago that allowed you to share its SQLite databases :D?