Municipal Illegal Immigration Relief Act of 2006 - Authorizes grants to local governmental units for increased expenses incurred in responding to the needs of undocumented immigrants, including: (1) law enforcement; (2) health care; (3) public housing; (4) inmate transportation; and (5) jail overcrowding.