The word mercy means unconditional love. When David writes in Psalm 23:6 that mercy will follow him all the days of his life, the word he uses for follow actually means pursue. Gods unconditional love will pursue David all of his life. This is the kind of love for others that we must have too, if we are to be like God.
Scripture References: Matthew 5:7-8