Yes, the valve obviously needs to be replaced. And you have galvanized water pipe that is suspect. As this is a new home for you, a survey of your water supply piping might be a good idea to see what other issues you may be facing in the future. More pictures upstream would help in providing additional guidance/suggestions.
