The improved rail interface system uses a spring tensioned “locking” shoe that extends from the accessory body into the rail opening to restrictively engage the edges of the rail openings and hold the weapon accessory against the weapon or weapon component. The locking shoe mechanisms is incorporated into a weapon light mount but may be adapted for use with M-Lok® style rail openings without the use of specialized nuts and fasteners.