The arrests were made as part of a criminal inquiry launched in 2015.
More than eight thousand euros in cash was also seized during the arrests. House searches were carried out on properties and a bar in Malveira.
Thirty-seven officers were involved in the crackdown; the defendants are due to be heard in Sintra court later this week.