You need both. Federal and State government can undermine municipal governments, while some things like labor laws are only defined in the state and federal level.

There’s also a capillarity issue, socialist parties are usually small, so they can’t organize effectively in every municipality, so they need to focus on a few key regions where their bases are strong.