Methods and apparatus to automatically configure monitoring of a virtual machine are disclosed. An example method includes identifying a virtual machine in an application definition, automatically installing an agent on the virtual machine when the virtual machine is identified as having a designated configuration, automatically identifying, via the agent, a resource associated with the virtual machine and, based on the resource, applying a monitoring policy to the virtual machine to be executed by the agent.