GOP leaders remove 4 from plum House committees

"If it was intended to be a signal, it's going to be a weak signal because the majority of conservatives are going to do what they think is right based on principle," Jones said.

Amash said he has not been told specifically why he was removed, only that it was not based on his votes and that he should go talk to leadership. He said he voted with the Budget Committee's leadership 95 percent of the time. He said the move is likely to make him more independent in the future.

"Being nice to leadership and playing well with them doesn't pay off," Amash said. "They expect a near total agreement with their approach."

The changes in committee assignments could bring about more discipline from the GOP on high-priority issues next Congress, but conservatives were taking the news as an attack on their priorities.

"As the sun rises this morning we can look at John Boehner, Eric Cantor and Kevin McCarthy and know the opposition is not just across the aisle, but in charge of our own side in the House of Representatives," Erick Erickson wrote on the conservative website, RedState. "All the time and energy I would otherwise have to spend to convince conservatives that these gentlemen would be a problem for the GOP has been spared. They've proven it themselves."