If a child has resided in your home for more than 6 months out of the year and you provided all necessary support, then yes you can claim them as dependents when filing your taxes. You need to make sure that no one else can claim them as dependents first or that there is not a contract in effect regarding taxes between the birth parents (like divorce decree or waiver releasing the ability to file to only one parent).
