St Vincents Medical Center - Clay County is an acute care hospital located in Middleburg, FL 32068 that serves the Clay county area. This facility is a private non-profit hospital with emergency services. ST VINCENTS MEDICAL CENTER - CLAY COUNTY. 1670 St Vincents Way. Middleburg, FL 32068. Phone: (904) 308-7164. Get Directions..