MCAA may refer to:

Science Monochloroacetic acid

Organizations

Marine Corps Aviation Association, organization dedicated to the advancement of United States Marine Corps aviation Mason Contractors Association of America

Other — international tax agreements to exchange information with respect to income earned on digital platforms and offshore financial assets.