The Speech and Debate Clause isn't a crime-without-conseqences card.

18 U.S. Code § 3 - Accessory after the fact; Whoever, knowing that an offense against the United States has been committed, receives, relieves, comforts or assists the offender in order to hinder or prevent his apprehension, trial or punishment, is an accessory after the fact. Except as otherwise expressly provided by any Act of Congress, an accessory after the fact shall be imprisoned not more than one-half the maximum term of imprison- ment or (notwithstanding section 3571) fined not more than one-half the maximum fine prescribed for the punish- ment of the principal, or both; or if the principal is punish- able by life imprisonment or death, the accessory shall be imprisoned not more than 15 years.