Thanks to Joshua's comment. It turns out that it had nothing to do with PhusionPassenger or AMQP or RabbitMQ-Server. It's because of my Chrome cookies cache.
I cleared my cache, and now everything just works like charm.
Since my Rails throw an error, however, I think there is a bug in Ruby on Rails dealing with devise (or other gems) cookies.