Senate Republicans are overwhelmingly admonishing their House colleagues for allowing McCarthy's speakership to be vacated, calling it a "sad day."

Sen. John Cornyn of Texas said ousting McCarthy was a "disgraceful" move by a small group of House conservatives.

"These insurgents have no plan," Cornyn said. "And now they've created even more chaos and it's not good for the House, it's not good for Republicans," he said.

A visibly miffed Sen. Roger Wicker of Mississippi agreed: "It stinks, and it's bad for the country."

Republicans are the minority party in the Senate. With a much more favorable map on the horizon in 2024, some now worry the dysfunction in the House will be a distraction for voters.

-ABC News' Allison Pecorin

The White House confirmed late Tuesday afternoon that President Joe Biden saw the developments in the House, but the administration is declining to weigh in on congressional politics.

Instead, aides said Biden is focused on governing and they pointed to the announcement earlier Tuesday on drugmakers agreeing to take part in Medicare negotiations.

-ABC News' Justin Gomez

McCarthy exited the chamber declining to comment after the House voted to remove him.

Several members in GOP leadership are currently meeting inside McCarthy's office. Republicans are slated to gather behind closed doors on Tuesday evening for a conference meeting.

McCarthy shook his head slightly when the presiding officer slammed the gavel after the roll call vote.

Gaetz spoke to reporters outside the Capitol just moments after his motion to vacate succeeded.

"The stages of grief are in progress," he said.

The Florida Republican floated names for who could become the next speaker. On his list were House Majority Leader Steve Scalise, House Majority Whip Tom Emmer and Oklahoma Rep. Kevin Hern.

Gaetz said he will "absolutely not" put himself forward for speakership.

The House has canceled votes for the remainder of the week, according to Majority Whip Tom Emmer.

GOP sources say that Speaker Pro Tempore Patrick McHenry told party members during a Tuesday night conference meeting that the House is expected to recess until Oct. 10 -- and the plan is to hold a speaker candidate forum that day and then a vote for a permanent speaker on Oct. 11.

House Majority Leader Steve Scalise appears to be emerging from the closed-door conference meeting as the front-runner to replace McCarthy.

Both House Republican Conference Chair Elise Stefanik and Emmer indicated they're not running for speaker.

It's unclear if Scalise has enough support to succeed, but he spoke to reporters as he walked back to his office.

"We have a lot of work to get done, but I haven't made any formal announcement," Scalise, R-La., said.

"Clearly within our conference, we have a very tight majority," he acknowledged. "Getting things that done is going to be difficult in the tight majority. It's still will be so no matter who's going to be the next speaker, the challenges still remain, but I think the opportunity is there to continue moving forward."

Asked whether he is physically up to the job as speaker as he continues treatment for blood cancer, Scalise said, "I feel great."