Scaramucci assembling team of former Cabinet members to speak out against Trump

Former White House communications director Anthony ScaramucciAnthony ScaramucciScaramucci: 'Trump fatigue' could help Bloomberg beat Trump if he wins Democratic nomination Will Republicans continue to engage in willful blindness? Scaramucci: Trump sees Bloomberg as threat MORE said on Monday that he’s assembling a team of former Cabinet members to speak out against President TrumpDonald John TrumpSchiff pleads to Senate GOP: 'Right matters. And the truth matters.' Anita Hill to Iowa crowd: 'Statute of limitations' for Biden apology is 'up' Sen. Van Hollen releases documents from GAO investigation MORE in an effort to find a Republican challenger to the president in 2020. 

“I'm in the process of putting together a team of people that feel the exact same way that I do. This is not a ‘Never Trump’ situation, this is not just screeching rhetoric. This is, 'OK, the guy's unstable, everyone inside knows it, everyone outside knows it, let’s see if we can find a viable alternative,'” Scaramucci said Monday on CNN’s “New Day.”

“Moreover, I’ve got to get some of these former Cabinet officials in unity to speak up about it.” 

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Scaramucci would not reveal names of former officials that he said feel that Trump is unstable. But he said he expects more to come out publicly in upcoming months. 

“I predict in middle or late fall there will be a trove of people that will come together in unity to say this is what’s going on. This is how the person’s acting. This is why there’s nobody inside the White House he’s taking any advice from,” Scaramucci said. 

He also did not disclose names of possible candidates he’s looking to back along with the team he’s looking to assemble. 

“I don’t think it’s fair to those people,” he said. 

Around the same time Scaramucci spoke on CNN, Trump renewed an attack on his former staffer. He tweeted that Scaramucci is a “nut job” that he “barely knew.”

“He was a mental wreck. We didn’t want him around. Now Fake News puts him on like he was my buddy!" Trump tweeted. 

Trump also tweeted that there is "great cohesion" inside the Republican Party.

Scaramucci had long defended Trump but in recent weeks has spoken out against the president’s rhetoric and actions. 

Trump has drawn one official Republican primary challenger so far, former Massachusetts Gov. Bill WeldWilliam (Bill) WeldRepublican group calls for 'President Pence' amid impeachment trial Weld says Trump wants reporters to 'roam free' in Iran, but not US Trump primary challengers left off Wisconsin ballot MORE

Weld previously appeared on the Libertarian Party presidential ticket with former New Mexico Gov. Gary JohnsonGary Earl JohnsonThe 'Green' new deal that Tom Perez needs to make The Trump strategy: Dare the Democrats to win Trump challenger: 'All bets are off' if I win New Hampshire primary MORE in 2016. 

Former GOP Rep. Mark SanfordMark SanfordTrump challenger Bill Weld rules out 2020 independent bid Judge throws out lawsuit against South Carolina GOP for canceling 2020 primary The Hill's Campaign Report: Late bids surprise 2020 Democratic field MORE (S.C.) has also said he is weighing a possible challenge against Trump.