Background: Microservices is a newer architectural pattern for Enterprise Web Service development. One of the biggest challenges with this type of architecture is how to manage the discovery of the web services. Based on this challenge, there are several different open source options. In this article, I will share my experiences gained with two different solutions. Each of these solutions has been rolled into the Spring Cloud project making them potential candidates for the application space being targeted.