MQTT: the protocol for home automation

There are numerous home automation protocols, but ultimately you have to tie them all together in one solution. MQTT (Message Queuing Telemetry Transport) has long been the protocol for exchanging messages in the field of the Internet of Things and home automation. What is it, how does it work and how do you get started in your own home?