When we pray, we are going directly to the throne of grace. At the throne of grace, we will receive mercy and help in our time of need.
Jesus longs for us to pray because He longs for us to be filled with His power and presence. Jesus also longs for us to pray because to pray means that we enter into the very place where Jesus is. The heart of our God has always been that His people might dwell with Him.