Systems, computer program products, and methods are described herein for optimizing access control for server privilege. The present invention is configured to electronically receive, from a first computing device associated with a user, a server access request to access one or more servers; determine a first time period associated with the server access request based on an amount of time required to execute a first action on the one or more servers, wherein the first time period is defined by a first time stamp and a second time stamp; initiate an access window at the first time stamp from which the first computing device is capable of executing the first action on the one or more servers; and automatically terminate the access window at the second time stamp.