A tool holder has a sleeve member with a generally cylindrical sidewall, an open end and a closed end. The sleeve member is adapted to receive the non-working end of a tool inserted along a central longitudinal axis into the open end. A connector is coupled to the closed end of the sleeve member. The sleeve member has at least one tab extending axially away from an open end of the sidewall and/or at least one suction cup on an inside surface of the sidewall.