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When a frontend restarted in distributed mode, models that workers had already loaded weren't visible until the operator clicked into each node manually — the /api/models/capabilities endpoint only knew about configs on the frontend's filesystem, not the registry-backed truth. /api/models/capabilities now joins in ListAllLoadedModels() when the registry is active, returning loaded_on[] with node id/name/state/status for each model. Models that live in the registry but lack a local config (the actual ghosts, not recovered from the frontend's file cache) still surface with source="registry-only" so operators can see and persist them; without that emission they'd be invisible to this frontend. Manage → Models replaces the old Running/Idle pill with a distribution cell that lists the first three nodes the model is loaded on as chips colored by state (green loaded, blue loading, amber anything else). On wider clusters the remaining count collapses into a +N chip with a title-attribute breakdown. Disabled / single-node behavior unchanged. Adopted models get an extra "Adopted" ghost-icon chip with hover copy explaining what it means and how to make it permanent. Distributed mode also enables a 10s auto-refresh and a "Last synced Xs ago" indicator next to the Update button so ghost rows drop off within one reconcile tick after their owning process dies. Non-distributed mode is untouched — no polling, no cell-stack, same old Running/Idle.