The significant leader recognized for their work in advancing civil rights is Martin Luther King Jr. His advocacy for nonviolent protest and his famous "I Have a Dream" speech were pivotal moments in the American civil rights movement. King’s commitment to equality and justice aimed at ending racial segregation and discrimination, marking him as a key figure in social change and human rights.