Methods, systems, and computer readable media for deploying a networking test tool in a cloud computing system are disclosed. An example method includes receiving user input specifying configuration information for a networking test tool for deployment in a cloud computing system. The user input specifies a range of networking test ports. The method includes deploying a central test server in the cloud computing system and deploying one or more public test agents in the cloud computing system. The method includes configuring the central test server, the one or more public test agents, and one or more private test agents in a network outside the cloud computing system to exchange test traffic using the range of networking test ports specified by the user input. The method includes configuring a firewall for the cloud computing system to open the range of networking test ports in the firewall for the test traffic.