Banks in Burr Oak, Kansas, the US. Banks locations in Burr Oak, Kansas. Find the nearest banks locations, near you. All types of business services ATM Bank Finance All banks in Burr Oak Guaranty State Bank ATM Finance Bank +1 785-647-6621 516 Main Street, Burr Oak, Kansas 66936 Write a review Phone Website Directions