A method of operation of a social network system includes: receiving a service request for accessing a peripheral device revealed through a social graph of a social platform; determining a request type for matching the service request to a device service provided by the peripheral device; authorizing the device service through the social graph for accessing the peripheral device; and generating a service command based on the request type of the device service authorized for executing the device service for the peripheral device.