There are several message queuing software options available for use today, including the following: Apache Kafka is an open source, distributed platform optimized for streaming information. RabbitMQ is a flexible, lightweight, and easy-to-deploy platform, and it supports many messaging protocols. IBM MQ was originally built for high-volume applications and is valued for its messaging reliability. TIBCO Enterprise Message Service features compatibility with software written in Java.