Marc and Patricia McMurrain are accused of killing Marc's brother, Christopher Garrity, who lived with the couple in North Fork.
Last May Marc McMurrain's baby boy fell out of his car at a picnic area near the Pines Resort. He was questioned on child endangerment charges but not arrested.
The child survived but had to be airlifted to the hospital.