The recognizable American leader known for the phrase "The only thing we have to fear is fear itself" is Franklin D. Roosevelt. He delivered this iconic line during his first inaugural address in 1933, aiming to instill confidence and resilience in a nation grappling with the Great Depression. Roosevelt’s leadership and policies set a precedent for governmental responsibility in economic crises and fostered hope during a challenging period in American history.