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.

Now-former Speaker McCarthy addressed reporters from Capitol Hill on Tuesday night where he looked back at his years in Republican leadership, touted his record -- and struck an optimistic if ambiguous note about his future.

"I believe I can continue to fight," McCarthy said, while noting that he will not run again for speaker after he lost a historic vote on the motion to vacate earlier in the day.

"My goals have not changed. My ability to fight is just in a different form," he said, later adding, "I'll never give up on the American people. That doesn't mean I have to be speaker."

McCarthy also swiped at the conservative rebels who ousted him from his role -- stressing that they were just 4% of the GOP conference -- and claimed that Gaetz was acting out of a personal sense of grievance in pushing him out, which Gaetz denies.

Despite the defeat he suffered from within his own party, McCarthy sounded largely sanguine about his political career.

He contended that the Democratic minority deciding to vote against him had made a "political decision" that undercut the ability of the House to govern.

"My fear is the institution fell today," he said.

Still, in largely valedictory remarks, he pointed back to work to cut government spending, expand his party's base and increase their majority in Congress, including by electing more women and minorities.

"I feel fortunate to have served the American people," he insisted. "I leave the speakership with a sense of pride, accomplishment and, yes, optimism."

-ABC News' Adam Carlson