In this passage Jesus promises rest to laboring and heavy laden people who come to him. In the context of Matthew labouring and being heavy laden has to do with the burden of the legalistic religion of the Jewish religious leaders. The rest that Jesus promises is both reconciliation with God and the discipleship of those who are right with God in Christ.
Read Matthew 11:28-30