María Luisa Arcelay (December 23, 1898 – October 17, 1981), was an educator, businesswoman and politician.
In November 1932, she became the first woman in Puerto Rico to be elected to a government legislative body, when she was elected to represent the district of Mayagüez in the House of Representatives of Puerto Rico.