diff --git a/app/components/catalog/CatalogMap.vue b/app/components/catalog/CatalogMap.vue
index 10f2ff8..7356cf0 100644
--- a/app/components/catalog/CatalogMap.vue
+++ b/app/components/catalog/CatalogMap.vue
@@ -17,6 +17,7 @@
 <script setup lang="ts">
 import type { Map as MapboxMapType } from 'mapbox-gl'
 import { LngLatBounds } from 'mapbox-gl'
+import type { ClusterPointType } from '~/composables/graphql/public/geo-generated'
 
 interface MapItem {
   uuid: string
@@ -26,25 +27,41 @@ interface MapItem {
   country?: string
 }
 
+export interface MapBounds {
+  west: number
+  south: number
+  east: number
+  north: number
+  zoom: number
+}
+
 const props = withDefaults(defineProps<{
   mapId: string
-  items: MapItem[]
+  items?: MapItem[]
+  clusteredPoints?: ClusterPointType[]
+  useServerClustering?: boolean
+  hoveredItemId?: string | null
   pointColor?: string
   initialCenter?: [number, number]
   initialZoom?: number
 }>(), {
   pointColor: '#10b981',
   initialCenter: () => [37.64, 55.76],
-  initialZoom: 2
+  initialZoom: 2,
+  useServerClustering: false,
+  items: () => [],
+  clusteredPoints: () => []
 })
 
 const emit = defineEmits<{
   'select-item': [uuid: string]
+  'bounds-change': [bounds: MapBounds]
 }>()
 
 const mapRef = useMapboxRef(props.mapId)
 const { flyThroughSpace } = useMapboxFlyAnimation()
 const didFitBounds = ref(false)
+const mapInitialized = ref(false)
 
 const mapOptions = computed(() => ({
   style: 'mapbox://styles/mapbox/satellite-streets-v12',
@@ -54,6 +71,7 @@ const mapOptions = computed(() => ({
   pitch: 20
 }))
 
+// Client-side clustering GeoJSON (when not using server clustering)
 const geoJsonData = computed(() => ({
   type: 'FeatureCollection' as const,
   features: props.items.map(item => ({
@@ -63,8 +81,39 @@ const geoJsonData = computed(() => ({
   }))
 }))
 
+// Server-side clustering GeoJSON
+const serverClusteredGeoJson = computed(() => ({
+  type: 'FeatureCollection' as const,
+  features: (props.clusteredPoints || []).filter(Boolean).map(point => ({
+    type: 'Feature' as const,
+    properties: {
+      id: point!.id,
+      name: point!.name,
+      count: point!.count ?? 1,
+      expansionZoom: point!.expansionZoom,
+      isCluster: (point!.count ?? 1) > 1
+    },
+    geometry: {
+      type: 'Point' as const,
+      coordinates: [point!.longitude ?? 0, point!.latitude ?? 0]
+    }
+  }))
+}))
+
 const sourceId = computed(() => `${props.mapId}-points`)
 
+const emitBoundsChange = (map: MapboxMapType) => {
+  const bounds = map.getBounds()
+  if (!bounds) return
+  emit('bounds-change', {
+    west: bounds.getWest(),
+    south: bounds.getSouth(),
+    east: bounds.getEast(),
+    north: bounds.getNorth(),
+    zoom: map.getZoom()
+  })
+}
+
 const onMapCreated = (map: MapboxMapType) => {
   const initMap = () => {
     map.setFog({
@@ -75,103 +124,19 @@ const onMapCreated = (map: MapboxMapType) => {
       'star-intensity': 0.6
     })
 
-    map.addSource(sourceId.value, {
-      type: 'geojson',
-      data: geoJsonData.value,
-      cluster: true,
-      clusterMaxZoom: 14,
-      clusterRadius: 50
-    })
-
-    map.addLayer({
-      id: 'clusters',
-      type: 'circle',
-      source: sourceId.value,
-      filter: ['has', 'point_count'],
-      paint: {
-        'circle-color': props.pointColor,
-        'circle-radius': ['step', ['get', 'point_count'], 20, 10, 30, 50, 40],
-        'circle-opacity': 0.8,
-        'circle-stroke-width': 2,
-        'circle-stroke-color': '#ffffff'
-      }
-    })
-
-    map.addLayer({
-      id: 'cluster-count',
-      type: 'symbol',
-      source: sourceId.value,
-      filter: ['has', 'point_count'],
-      layout: {
-        'text-field': ['get', 'point_count_abbreviated'],
-        'text-size': 14
-      },
-      paint: { 'text-color': '#ffffff' }
-    })
-
-    map.addLayer({
-      id: 'unclustered-point',
-      type: 'circle',
-      source: sourceId.value,
-      filter: ['!', ['has', 'point_count']],
-      paint: {
-        'circle-radius': 12,
-        'circle-color': props.pointColor,
-        'circle-stroke-width': 3,
-        'circle-stroke-color': '#ffffff'
-      }
-    })
-
-    map.addLayer({
-      id: 'point-labels',
-      type: 'symbol',
-      source: sourceId.value,
-      filter: ['!', ['has', 'point_count']],
-      layout: {
-        'text-field': ['get', 'name'],
-        'text-offset': [0, 1.5],
-        'text-size': 12,
-        'text-font': ['Open Sans Bold', 'Arial Unicode MS Bold']
-      },
-      paint: {
-        'text-color': '#ffffff',
-        'text-halo-color': '#000000',
-        'text-halo-width': 1.5
-      }
-    })
-
-    map.on('click', 'clusters', (e) => {
-      const features = map.queryRenderedFeatures(e.point, { layers: ['clusters'] })
-      if (!features.length) return
-      const clusterId = features[0].properties?.cluster_id
-      const source = map.getSource(sourceId.value) as mapboxgl.GeoJSONSource
-      source.getClusterExpansionZoom(clusterId, (err, zoom) => {
-        if (err) return
-        const geometry = features[0].geometry as GeoJSON.Point
-        map.easeTo({ center: geometry.coordinates as [number, number], zoom: zoom || 4 })
-      })
-    })
-
-    map.on('click', 'unclustered-point', (e) => {
-      const features = map.queryRenderedFeatures(e.point, { layers: ['unclustered-point'] })
-      if (!features.length) return
-      emit('select-item', features[0].properties?.uuid)
-    })
-
-    map.on('mouseenter', 'clusters', () => { map.getCanvas().style.cursor = 'pointer' })
-    map.on('mouseleave', 'clusters', () => { map.getCanvas().style.cursor = '' })
-    map.on('mouseenter', 'unclustered-point', () => { map.getCanvas().style.cursor = 'pointer' })
-    map.on('mouseleave', 'unclustered-point', () => { map.getCanvas().style.cursor = '' })
-
-    // Auto-fit bounds to all items
-    if (!didFitBounds.value && props.items.length > 0) {
-      const bounds = new LngLatBounds()
-      props.items.forEach(item => {
-        bounds.extend([item.longitude, item.latitude])
-      })
-      map.fitBounds(bounds, { padding: 50, maxZoom: 10 })
-      didFitBounds.value = true
+    if (props.useServerClustering) {
+      initServerClusteringLayers(map)
+    } else {
+      initClientClusteringLayers(map)
     }
+
+    // Emit initial bounds
+    emitBoundsChange(map)
+
+    // Emit bounds on move/zoom end
+    map.on('moveend', () => emitBoundsChange(map))
+
+    mapInitialized.value = true
   }
 
   if (map.loaded()) {
@@ -181,15 +146,232 @@ const onMapCreated = (map: MapboxMapType) => {
   }
 }
 
-// Update map data when items change
-watch(geoJsonData, (newData) => {
-  if (!mapRef.value) return
+const initClientClusteringLayers = (map: MapboxMapType) => {
+  map.addSource(sourceId.value, {
+    type: 'geojson',
+    data: geoJsonData.value,
+    cluster: true,
+    clusterMaxZoom: 14,
+    clusterRadius: 50
+  })
+
+  map.addLayer({
+    id: 'clusters',
+    type: 'circle',
+    source: sourceId.value,
+    filter: ['has', 'point_count'],
+    paint: {
+      'circle-color': props.pointColor,
+      'circle-radius': ['step', ['get', 'point_count'], 20, 10, 30, 50, 40],
+      'circle-opacity': 0.8,
+      'circle-stroke-width': 2,
+      'circle-stroke-color': '#ffffff'
+    }
+  })
+
+  map.addLayer({
+    id: 'cluster-count',
+    type: 'symbol',
+    source: sourceId.value,
+    filter: ['has', 'point_count'],
+    layout: {
+      'text-field': ['get', 'point_count_abbreviated'],
+      'text-size': 14
+    },
+    paint: { 'text-color': '#ffffff' }
+  })
+
+  map.addLayer({
+    id: 'unclustered-point',
+    type: 'circle',
+    source: sourceId.value,
+    filter: ['!', ['has', 'point_count']],
+    paint: {
+      'circle-radius': 12,
+      'circle-color': [
+        'case',
+        ['==', ['get', 'uuid'], props.hoveredItemId || ''],
+        '#facc15', // yellow when hovered
+        props.pointColor
+      ],
+      'circle-stroke-width': 3,
+      'circle-stroke-color': '#ffffff'
+    }
+  })
+
+  map.addLayer({
+    id: 'point-labels',
+    type: 'symbol',
+    source: sourceId.value,
+    filter: ['!', ['has', 'point_count']],
+    layout: {
+      'text-field': ['get', 'name'],
+      'text-offset': [0, 1.5],
+      'text-size': 12,
+      'text-font': ['Open Sans Bold', 'Arial Unicode MS Bold']
+    },
+    paint: {
+      'text-color': '#ffffff',
+      'text-halo-color': '#000000',
+      'text-halo-width': 1.5
+    }
+  })
+
+  map.on('click', 'clusters', (e) => {
+    const features = map.queryRenderedFeatures(e.point, { layers: ['clusters'] })
+    if (!features.length) return
+    const clusterId = features[0].properties?.cluster_id
+    const source = map.getSource(sourceId.value) as mapboxgl.GeoJSONSource
+    source.getClusterExpansionZoom(clusterId, (err, zoom) => {
+      if (err) return
+      const geometry = features[0].geometry as GeoJSON.Point
+      map.easeTo({ center: geometry.coordinates as [number, number], zoom: zoom || 4 })
+    })
+  })
+
+  map.on('click', 'unclustered-point', (e) => {
+    const features = map.queryRenderedFeatures(e.point, { layers: ['unclustered-point'] })
+    if (!features.length) return
+    emit('select-item', features[0].properties?.uuid)
+  })
+
+  map.on('mouseenter', 'clusters', () => { map.getCanvas().style.cursor = 'pointer' })
+  map.on('mouseleave', 'clusters', () => { map.getCanvas().style.cursor = '' })
+  map.on('mouseenter', 'unclustered-point', () => { map.getCanvas().style.cursor = 'pointer' })
+  map.on('mouseleave', 'unclustered-point', () => { map.getCanvas().style.cursor = '' })
+
+  // Auto-fit bounds to all items
+  if (!didFitBounds.value && props.items.length > 0) {
+    const bounds = new LngLatBounds()
+    props.items.forEach(item => {
+      bounds.extend([item.longitude, item.latitude])
+    })
+    map.fitBounds(bounds, { padding: 50, maxZoom: 10 })
+    didFitBounds.value = true
+  }
+}
+
+const initServerClusteringLayers = (map: MapboxMapType) => {
+  map.addSource(sourceId.value, {
+    type: 'geojson',
+    data: serverClusteredGeoJson.value
+  })
+
+  // Clusters (count > 1)
+  map.addLayer({
+    id: 'server-clusters',
+    type: 'circle',
+    source: sourceId.value,
+    filter: ['>', ['get', 'count'], 1],
+    paint: {
+      'circle-color': props.pointColor,
+      'circle-radius': ['step', ['get', 'count'], 20, 10, 30, 50, 40],
+      'circle-opacity': 0.8,
+      'circle-stroke-width': 2,
+      'circle-stroke-color': '#ffffff'
+    }
+  })
+
+  map.addLayer({
+    id: 'server-cluster-count',
+    type: 'symbol',
+    source: sourceId.value,
+    filter: ['>', ['get', 'count'], 1],
+    layout: {
+      'text-field': ['get', 'count'],
+      'text-size': 14
+    },
+    paint: { 'text-color': '#ffffff' }
+  })
+
+  // Individual points (count == 1)
+  map.addLayer({
+    id: 'server-points',
+    type: 'circle',
+    source: sourceId.value,
+    filter: ['==', ['get', 'count'], 1],
+    paint: {
+      'circle-radius': 12,
+      'circle-color': [
+        'case',
+        ['==', ['get', 'id'], props.hoveredItemId || ''],
+        '#facc15', // yellow when hovered
+        props.pointColor
+      ],
+      'circle-stroke-width': 3,
+      'circle-stroke-color': '#ffffff'
+    }
+  })
+
+  map.addLayer({
+    id: 'server-point-labels',
+    type: 'symbol',
+    source: sourceId.value,
+    filter: ['==', ['get', 'count'], 1],
+    layout: {
+      'text-field': ['get', 'name'],
+      'text-offset': [0, 1.5],
+      'text-size': 12,
+      'text-font': ['Open Sans Bold', 'Arial Unicode MS Bold']
+    },
+    paint: {
+      'text-color': '#ffffff',
+      'text-halo-color': '#000000',
+      'text-halo-width': 1.5
+    }
+  })
+
+  // Click on cluster to zoom in
+  map.on('click', 'server-clusters', (e) => {
+    const features = map.queryRenderedFeatures(e.point, { layers: ['server-clusters'] })
+    if (!features.length) return
+    const expansionZoom = features[0].properties?.expansionZoom
+    const geometry = features[0].geometry as GeoJSON.Point
+    map.easeTo({
+      center: geometry.coordinates as [number, number],
+      zoom: expansionZoom || map.getZoom() + 2
+    })
+  })
+
+  // Click on individual point
+  map.on('click', 'server-points', (e) => {
+    const features = map.queryRenderedFeatures(e.point, { layers: ['server-points'] })
+    if (!features.length) return
+    emit('select-item', features[0].properties?.id)
+  })
+
+  map.on('mouseenter', 'server-clusters', () => { map.getCanvas().style.cursor = 'pointer' })
+  map.on('mouseleave', 'server-clusters', () => { map.getCanvas().style.cursor = '' })
+  map.on('mouseenter', 'server-points', () => { map.getCanvas().style.cursor = 'pointer' })
+  map.on('mouseleave', 'server-points', () => { map.getCanvas().style.cursor = '' })
+}
+
+// Update map data when items or clusteredPoints change
+watch(() => props.useServerClustering ? serverClusteredGeoJson.value : geoJsonData.value, (newData) => {
+  if (!mapRef.value || !mapInitialized.value) return
   const source = mapRef.value.getSource(sourceId.value) as mapboxgl.GeoJSONSource | undefined
   if (source) {
     source.setData(newData)
   }
 }, { deep: true })
 
+// Update hover paint when hoveredItemId changes
+watch(() => props.hoveredItemId, (newId) => {
+  if (!mapRef.value || !mapInitialized.value) return
+
+  const layerId = props.useServerClustering ? 'server-points' : 'unclustered-point'
+  const propName = props.useServerClustering ? 'id' : 'uuid'
+
+  if (mapRef.value.getLayer(layerId)) {
+    mapRef.value.setPaintProperty(layerId, 'circle-color', [
+      'case',
+      ['==', ['get', propName], newId || ''],
+      '#facc15',
+      props.pointColor
+    ])
+  }
+})
+
 // Expose flyTo method for external use (with space fly animation)
 const flyTo = async (lat: number, lng: number, zoom = 8) => {
   if (!mapRef.value) return
diff --git a/app/components/catalog/HubCard.vue b/app/components/catalog/HubCard.vue
index 05886be..b52b96f 100644
--- a/app/components/catalog/HubCard.vue
+++ b/app/components/catalog/HubCard.vue
@@ -5,6 +5,8 @@
     class="block"
     :class="{ 'cursor-pointer': selectable }"
     @click="selectable && $emit('select')"
+    @mouseenter="$emit('hover', true)"
+    @mouseleave="$emit('hover', false)"
   >
     <Card
       padding="small"
@@ -49,6 +51,7 @@ const props = defineProps<{
 
 defineEmits<{
   (e: 'select'): void
+  (e: 'hover', hovered: boolean): void
 }>()
 
 const localePath = useLocalePath()
diff --git a/app/composables/graphql/public/geo-generated.ts b/app/composables/graphql/public/geo-generated.ts
index b8f1fbc..007769c 100644
--- a/app/composables/graphql/public/geo-generated.ts
+++ b/app/composables/graphql/public/geo-generated.ts
@@ -16,6 +16,21 @@ export type Scalars = {
   JSONString: { input: any; output: any; }
 };
 
+/** Cluster or individual point for map display. */
+export type ClusterPointType = {
+  __typename?: 'ClusterPointType';
+  /** 1 for single point, >1 for cluster */
+  count?: Maybe<Scalars['Int']['output']>;
+  /** Zoom level to expand cluster */
+  expansionZoom?: Maybe<Scalars['Int']['output']>;
+  /** UUID for points, 'cluster-N' for clusters */
+  id?: Maybe<Scalars['String']['output']>;
+  latitude?: Maybe<Scalars['Float']['output']>;
+  longitude?: Maybe<Scalars['Float']['output']>;
+  /** Node name (only for single points) */
+  name?: Maybe<Scalars['String']['output']>;
+};
+
 /** Edge between two nodes (route). */
 export type EdgeType = {
   __typename?: 'EdgeType';
@@ -67,6 +82,8 @@ export type Query = {
   __typename?: 'Query';
   /** Get auto route between two points via GraphHopper */
   autoRoute?: Maybe<RouteType>;
+  /** Get clustered nodes for map display (server-side clustering) */
+  clusteredNodes?: Maybe<Array<Maybe<ClusterPointType>>>;
   /** Find routes from product offer nodes to destination */
   findProductRoutes?: Maybe<Array<Maybe<ProductRouteOptionType>>>;
   /** Find K shortest routes through graph between two nodes */
@@ -97,6 +114,17 @@ export type QueryAutoRouteArgs = {
 };
 
 
+/** Root query. */
+export type QueryClusteredNodesArgs = {
+  east: Scalars['Float']['input'];
+  north: Scalars['Float']['input'];
+  south: Scalars['Float']['input'];
+  transportType?: InputMaybe<Scalars['String']['input']>;
+  west: Scalars['Float']['input'];
+  zoom: Scalars['Int']['input'];
+};
+
+
 /** Root query. */
 export type QueryFindProductRoutesArgs = {
   limitRoutes?: InputMaybe<Scalars['Int']['input']>;
@@ -222,6 +250,18 @@ export type GetAutoRouteQueryVariables = Exact<{
 
 export type GetAutoRouteQuery = { __typename?: 'Query', autoRoute?: { __typename?: 'RouteType', distanceKm?: number | null, geometry?: any | null } | null };
 
+export type GetClusteredNodesQueryVariables = Exact<{
+  west: Scalars['Float']['input'];
+  south: Scalars['Float']['input'];
+  east: Scalars['Float']['input'];
+  north: Scalars['Float']['input'];
+  zoom: Scalars['Int']['input'];
+  transportType?: InputMaybe<Scalars['String']['input']>;
+}>;
+
+
+export type GetClusteredNodesQuery = { __typename?: 'Query', clusteredNodes?: Array<{ __typename?: 'ClusterPointType', id?: string | null, latitude?: number | null, longitude?: number | null, count?: number | null, expansionZoom?: number | null, name?: string | null } | null> | null };
+
 export type GetHubCountriesQueryVariables = Exact<{ [key: string]: never; }>;
 
 
@@ -267,6 +307,7 @@ export type GetRailRouteQuery = { __typename?: 'Query', railRoute?: { __typename
 export const FindProductRoutesDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"FindProductRoutes"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"productUuid"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}},{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"toUuid"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}},{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"limitSources"}},"type":{"kind":"NamedType","name":{"kind":"Name","value":"Int"}}},{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"limitRoutes"}},"type":{"kind":"NamedType","name":{"kind":"Name","value":"Int"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"findProductRoutes"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"productUuid"},"value":{"kind":"Variable","name":{"kind":"Name","value":"productUuid"}}},{"kind":"Argument","name":{"kind":"Name","value":"toUuid"},"value":{"kind":"Variable","name":{"kind":"Name","value":"toUuid"}}},{"kind":"Argument","name":{"kind":"Name","value":"limitSources"},"value":{"kind":"Variable","name":{"kind":"Name","value":"limitSources"}}},{"kind":"Argument","name":{"kind":"Name","value":"limitRoutes"},"value":{"kind":"Variable","name":{"kind":"Name","value":"limitRoutes"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"sourceUuid"}},{"kind":"Field","name":{"kind":"Name","value":"sourceName"}},{"kind":"Field","name":{"kind":"Name","value":"sourceLat"}},{"kind":"Field","name":{"kind":"Name","value":"sourceLon"}},{"kind":"Field","name":{"kind":"Name","value":"distanceKm"}},{"kind":"Field","name":{"kind":"Name","value":"routes"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"totalDistanceKm"}},{"kind":"Field","name":{"kind":"Name","value":"totalTimeSeconds"}},{"kind":"Field","name":{"kind":"Name","value":"stages"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"fromUuid"}},{"kind":"Field","name":{"kind":"Name","value":"fromName"}},{"kind":"Field","name":{"kind":"Name","value":"fromLat"}},{"kind":"Field","name":{"kind":"Name","value":"fromLon"}},{"kind":"Field","name":{"kind":"Name","value":"toUuid"}},{"kind":"Field","name":{"kind":"Name","value":"toName"}},{"kind":"Field","name":{"kind":"Name","value":"toLat"}},{"kind":"Field","name":{"kind":"Name","value":"toLon"}},{"kind":"Field","name":{"kind":"Name","value":"distanceKm"}},{"kind":"Field","name":{"kind":"Name","value":"travelTimeSeconds"}},{"kind":"Field","name":{"kind":"Name","value":"transportType"}}]}}]}}]}}]}}]} as unknown as DocumentNode<FindProductRoutesQuery, FindProductRoutesQueryVariables>;
 export const FindRoutesDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"FindRoutes"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"fromUuid"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}},{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"toUuid"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}},{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"limit"}},"type":{"kind":"NamedType","name":{"kind":"Name","value":"Int"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"findRoutes"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"fromUuid"},"value":{"kind":"Variable","name":{"kind":"Name","value":"fromUuid"}}},{"kind":"Argument","name":{"kind":"Name","value":"toUuid"},"value":{"kind":"Variable","name":{"kind":"Name","value":"toUuid"}}},{"kind":"Argument","name":{"kind":"Name","value":"limit"},"value":{"kind":"Variable","name":{"kind":"Name","value":"limit"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"totalDistanceKm"}},{"kind":"Field","name":{"kind":"Name","value":"totalTimeSeconds"}},{"kind":"Field","name":{"kind":"Name","value":"stages"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"fromUuid"}},{"kind":"Field","name":{"kind":"Name","value":"fromName"}},{"kind":"Field","name":{"kind":"Name","value":"fromLat"}},{"kind":"Field","name":{"kind":"Name","value":"fromLon"}},{"kind":"Field","name":{"kind":"Name","value":"toUuid"}},{"kind":"Field","name":{"kind":"Name","value":"toName"}},{"kind":"Field","name":{"kind":"Name","value":"toLat"}},{"kind":"Field","name":{"kind":"Name","value":"toLon"}},{"kind":"Field","name":{"kind":"Name","value":"distanceKm"}},{"kind":"Field","name":{"kind":"Name","value":"travelTimeSeconds"}},{"kind":"Field","name":{"kind":"Name","value":"transportType"}}]}}]}}]}}]} as unknown as DocumentNode<FindRoutesQuery, FindRoutesQueryVariables>;
 export const GetAutoRouteDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetAutoRoute"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"fromLat"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"Float"}}}},{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"fromLon"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"Float"}}}},{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"toLat"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"Float"}}}},{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"toLon"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"Float"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"autoRoute"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"fromLat"},"value":{"kind":"Variable","name":{"kind":"Name","value":"fromLat"}}},{"kind":"Argument","name":{"kind":"Name","value":"fromLon"},"value":{"kind":"Variable","name":{"kind":"Name","value":"fromLon"}}},{"kind":"Argument","name":{"kind":"Name","value":"toLat"},"value":{"kind":"Variable","name":{"kind":"Name","value":"toLat"}}},{"kind":"Argument","name":{"kind":"Name","value":"toLon"},"value":{"kind":"Variable","name":{"kind":"Name","value":"toLon"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"distanceKm"}},{"kind":"Field","name":{"kind":"Name","value":"geometry"}}]}}]}}]} as unknown as DocumentNode<GetAutoRouteQuery, GetAutoRouteQueryVariables>;
+export const GetClusteredNodesDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetClusteredNodes"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"west"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"Float"}}}},{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"south"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"Float"}}}},{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"east"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"Float"}}}},{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"north"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"Float"}}}},{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"zoom"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"Int"}}}},{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"transportType"}},"type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"clusteredNodes"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"west"},"value":{"kind":"Variable","name":{"kind":"Name","value":"west"}}},{"kind":"Argument","name":{"kind":"Name","value":"south"},"value":{"kind":"Variable","name":{"kind":"Name","value":"south"}}},{"kind":"Argument","name":{"kind":"Name","value":"east"},"value":{"kind":"Variable","name":{"kind":"Name","value":"east"}}},{"kind":"Argument","name":{"kind":"Name","value":"north"},"value":{"kind":"Variable","name":{"kind":"Name","value":"north"}}},{"kind":"Argument","name":{"kind":"Name","value":"zoom"},"value":{"kind":"Variable","name":{"kind":"Name","value":"zoom"}}},{"kind":"Argument","name":{"kind":"Name","value":"transportType"},"value":{"kind":"Variable","name":{"kind":"Name","value":"transportType"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"id"}},{"kind":"Field","name":{"kind":"Name","value":"latitude"}},{"kind":"Field","name":{"kind":"Name","value":"longitude"}},{"kind":"Field","name":{"kind":"Name","value":"count"}},{"kind":"Field","name":{"kind":"Name","value":"expansionZoom"}},{"kind":"Field","name":{"kind":"Name","value":"name"}}]}}]}}]} as unknown as DocumentNode<GetClusteredNodesQuery, GetClusteredNodesQueryVariables>;
 export const GetHubCountriesDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetHubCountries"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"hubCountries"}}]}}]} as unknown as DocumentNode<GetHubCountriesQuery, GetHubCountriesQueryVariables>;
 export const GetNodeDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetNode"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"uuid"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"node"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"uuid"},"value":{"kind":"Variable","name":{"kind":"Name","value":"uuid"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"uuid"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"latitude"}},{"kind":"Field","name":{"kind":"Name","value":"longitude"}},{"kind":"Field","name":{"kind":"Name","value":"country"}},{"kind":"Field","name":{"kind":"Name","value":"countryCode"}},{"kind":"Field","name":{"kind":"Name","value":"syncedAt"}},{"kind":"Field","name":{"kind":"Name","value":"edges"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"toUuid"}},{"kind":"Field","name":{"kind":"Name","value":"toName"}},{"kind":"Field","name":{"kind":"Name","value":"toLatitude"}},{"kind":"Field","name":{"kind":"Name","value":"toLongitude"}},{"kind":"Field","name":{"kind":"Name","value":"distanceKm"}},{"kind":"Field","name":{"kind":"Name","value":"travelTimeSeconds"}},{"kind":"Field","name":{"kind":"Name","value":"transportType"}}]}}]}}]}}]} as unknown as DocumentNode<GetNodeQuery, GetNodeQueryVariables>;
 export const GetNodeConnectionsDocument = {"kind":"Document","definitions":[{"kind":"OperationDefinition","operation":"query","name":{"kind":"Name","value":"GetNodeConnections"},"variableDefinitions":[{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"uuid"}},"type":{"kind":"NonNullType","type":{"kind":"NamedType","name":{"kind":"Name","value":"String"}}}},{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"limitAuto"}},"type":{"kind":"NamedType","name":{"kind":"Name","value":"Int"}}},{"kind":"VariableDefinition","variable":{"kind":"Variable","name":{"kind":"Name","value":"limitRail"}},"type":{"kind":"NamedType","name":{"kind":"Name","value":"Int"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"nodeConnections"},"arguments":[{"kind":"Argument","name":{"kind":"Name","value":"uuid"},"value":{"kind":"Variable","name":{"kind":"Name","value":"uuid"}}},{"kind":"Argument","name":{"kind":"Name","value":"limitAuto"},"value":{"kind":"Variable","name":{"kind":"Name","value":"limitAuto"}}},{"kind":"Argument","name":{"kind":"Name","value":"limitRail"},"value":{"kind":"Variable","name":{"kind":"Name","value":"limitRail"}}}],"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"hub"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"uuid"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"latitude"}},{"kind":"Field","name":{"kind":"Name","value":"longitude"}},{"kind":"Field","name":{"kind":"Name","value":"country"}},{"kind":"Field","name":{"kind":"Name","value":"countryCode"}},{"kind":"Field","name":{"kind":"Name","value":"syncedAt"}}]}},{"kind":"Field","name":{"kind":"Name","value":"railNode"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"uuid"}},{"kind":"Field","name":{"kind":"Name","value":"name"}},{"kind":"Field","name":{"kind":"Name","value":"latitude"}},{"kind":"Field","name":{"kind":"Name","value":"longitude"}},{"kind":"Field","name":{"kind":"Name","value":"country"}},{"kind":"Field","name":{"kind":"Name","value":"countryCode"}},{"kind":"Field","name":{"kind":"Name","value":"syncedAt"}}]}},{"kind":"Field","name":{"kind":"Name","value":"autoEdges"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"toUuid"}},{"kind":"Field","name":{"kind":"Name","value":"toName"}},{"kind":"Field","name":{"kind":"Name","value":"toLatitude"}},{"kind":"Field","name":{"kind":"Name","value":"toLongitude"}},{"kind":"Field","name":{"kind":"Name","value":"distanceKm"}},{"kind":"Field","name":{"kind":"Name","value":"travelTimeSeconds"}},{"kind":"Field","name":{"kind":"Name","value":"transportType"}}]}},{"kind":"Field","name":{"kind":"Name","value":"railEdges"},"selectionSet":{"kind":"SelectionSet","selections":[{"kind":"Field","name":{"kind":"Name","value":"toUuid"}},{"kind":"Field","name":{"kind":"Name","value":"toName"}},{"kind":"Field","name":{"kind":"Name","value":"toLatitude"}},{"kind":"Field","name":{"kind":"Name","value":"toLongitude"}},{"kind":"Field","name":{"kind":"Name","value":"distanceKm"}},{"kind":"Field","name":{"kind":"Name","value":"travelTimeSeconds"}},{"kind":"Field","name":{"kind":"Name","value":"transportType"}}]}}]}}]}}]} as unknown as DocumentNode<GetNodeConnectionsQuery, GetNodeConnectionsQueryVariables>;
diff --git a/app/composables/useClusteredNodes.ts b/app/composables/useClusteredNodes.ts
new file mode 100644
index 0000000..2930e51
--- /dev/null
+++ b/app/composables/useClusteredNodes.ts
@@ -0,0 +1,48 @@
+import { GetClusteredNodesDocument } from './graphql/public/geo-generated'
+import type { ClusterPointType } from './graphql/public/geo-generated'
+
+export interface MapBounds {
+  west: number
+  south: number
+  east: number
+  north: number
+  zoom: number
+}
+
+export function useClusteredNodes(transportType?: Ref<string | undefined>) {
+  const { $geoClient } = useNuxtApp()
+
+  const clusteredNodes = ref<ClusterPointType[]>([])
+  const loading = ref(false)
+
+  const fetchClusters = async (bounds: MapBounds) => {
+    loading.value = true
+    try {
+      const { data } = await $geoClient.query({
+        query: GetClusteredNodesDocument,
+        variables: {
+          west: bounds.west,
+          south: bounds.south,
+          east: bounds.east,
+          north: bounds.north,
+          zoom: Math.floor(bounds.zoom),
+          transportType: transportType?.value
+        },
+        fetchPolicy: 'network-only'
+      })
+
+      clusteredNodes.value = (data?.clusteredNodes ?? []).filter(Boolean) as ClusterPointType[]
+    } catch (error) {
+      console.error('Failed to fetch clustered nodes:', error)
+      clusteredNodes.value = []
+    } finally {
+      loading.value = false
+    }
+  }
+
+  return {
+    clusteredNodes,
+    loading,
+    fetchClusters
+  }
+}
diff --git a/app/pages/catalog/hubs/map.vue b/app/pages/catalog/hubs/map.vue
index 9263eb2..174e2c9 100644
--- a/app/pages/catalog/hubs/map.vue
+++ b/app/pages/catalog/hubs/map.vue
@@ -20,6 +20,7 @@
             selectable
             :is-selected="selectedItemId === hub.uuid"
             @select="selectItem(hub)"
+            @hover="(hovered) => onHubHover(hub.uuid, hovered)"
           />
         </template>
       </CatalogMapSidebar>
@@ -28,14 +29,19 @@
     <CatalogMap
       ref="mapRef"
       map-id="hubs-fullscreen-map"
-      :items="itemsWithCoords"
+      :clustered-points="clusteredNodes"
+      use-server-clustering
+      :hovered-item-id="hoveredItemId"
       point-color="#10b981"
       @select-item="onMapSelectItem"
+      @bounds-change="onBoundsChange"
     />
   </NuxtLayout>
 </template>
 
 <script setup lang="ts">
+import type { MapBounds } from '~/components/catalog/CatalogMap.vue'
+
 definePageMeta({
   layout: false
 })
@@ -48,14 +54,16 @@ const {
   selectedFilter,
   filters,
   isLoading,
-  itemsWithCoords,
   init
 } = useCatalogHubs()
 
 await init()
 
+const { clusteredNodes, fetchClusters } = useClusteredNodes()
+
 const mapRef = ref<{ flyTo: (lat: number, lng: number, zoom?: number) => void } | null>(null)
 const selectedItemId = ref<string | null>(null)
+const hoveredItemId = ref<string | null>(null)
 
 const selectItem = (item: any) => {
   selectedItemId.value = item.uuid
@@ -67,4 +75,12 @@ const selectItem = (item: any) => {
 const onMapSelectItem = (uuid: string) => {
   selectedItemId.value = uuid
 }
+
+const onHubHover = (uuid: string | undefined | null, hovered: boolean) => {
+  hoveredItemId.value = hovered && uuid ? uuid : null
+}
+
+const onBoundsChange = (bounds: MapBounds) => {
+  fetchClusters(bounds)
+}
 </script>
diff --git a/graphql/operations/public/geo/GetClusteredNodes.graphql b/graphql/operations/public/geo/GetClusteredNodes.graphql
new file mode 100644
index 0000000..385b83f
--- /dev/null
+++ b/graphql/operations/public/geo/GetClusteredNodes.graphql
@@ -0,0 +1,24 @@
+query GetClusteredNodes(
+  $west: Float!
+  $south: Float!
+  $east: Float!
+  $north: Float!
+  $zoom: Int!
+  $transportType: String
+) {
+  clusteredNodes(
+    west: $west
+    south: $south
+    east: $east
+    north: $north
+    zoom: $zoom
+    transportType: $transportType
+  ) {
+    id
+    latitude
+    longitude
+    count
+    expansionZoom
+    name
+  }
+}