join forces
join forces or join hands {v. phr.}
To get together for the same aim; group together for a purpose; unite.
The students and the graduates joined forces to raise money when the gym burned down.
The American soldiers joined hands with the British in the war against Germany.
Compare: THROW IN ONE'S LOT WITH.
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Source: A Dictionary of American Idioms