MariaDB regex working in online regex testers does not work in SELECT WHERE REGEXP

You may use

REGEXP '\\bJ'
        ^^^

Here, the \b is a word boundary that will force a match only when J is not preceded with a letter, digit or _.

The \ is doubled because the regex engine expects a literal \, and two backslashes are required.