The meeting was broadcast on the website of the Senate.
The project did not get the 60 votes required for its approval.
Earlier, the White House opposed Cruz's proposed sanctions bill on Nord Stream 2.
The US administration has expressed concern that the bill could undermine the unity of European allies.