The key figure in the Civil Rights Movement known for her work with the NAACP is Rosa Parks. She became a symbol of resistance when she refused to give up her bus seat to a white passenger, leading to the Montgomery Bus Boycott. Parks' involvement in various civil rights activities and her leadership within the NAACP helped galvanize the movement, highlighting the struggle against racial segregation and fostering greater awareness around civil rights issues in America.