Visiting MedStar Montgomery Medical Center. We are located in Olney, Maryland, in the northeastern corner of Montgomery County. We have been a cornerstone of the community, with a long and rich history dedicated to serving the citizens of Montgomery and surrounding counties. This information is designed to assist you, the patient, and your ....