Banks in Olive Branch, Illinois, the US. Banks locations in Olive Branch, Illinois. Find the nearest banks locations, near you. All types of business services ATM Bank Finance Real estate All banks in Olive Branch First State Bank of Olmsted ATM Finance Bank +1 618-776-5639 26650 Illinois 3, Olive Branch, Illinois 62969 Write a review Phone Directions