Yes, you still need it.
Yes, I can’t think of a way to break your site today, but that isn’t the security question, and this is a security site.
No, there are no other security benefits to using a csrf token. You could look at crypto systems that use nonces, or anti-replay stuff but that’s not what the csrf is doing.
The security question is should I use ...