1. A method of automating manual tasks executed on an application server, comprising: generating a manual action request at the application server, the manual action request including at least one parameter; transmitting the manual action request to an administrator computer; determining that an automation module corresponding to the manual action request exists within a database based on the at least one parameter; providing the automation module to the application server; and executing the automation module on the application server to resolve a task corresponding to the manual action request.