diff --git a/meshexplorer/src/app/(app)/meshcore/node/[publicKey]/page.tsx b/meshexplorer/src/app/(app)/meshcore/node/[publicKey]/page.tsx
index f4aaa8f..ba97c2d 100644
--- a/meshexplorer/src/app/(app)/meshcore/node/[publicKey]/page.tsx
+++ b/meshexplorer/src/app/(app)/meshcore/node/[publicKey]/page.tsx
@@ -9,7 +9,7 @@ import { formatPublicKey } from "@/lib/meshcore";
 import { getNameIconLabel } from "@/lib/meshcore-map-nodeutils";
 import AdvertDetails from "@/components/AdvertDetails";
 import ContactQRCode from "@/components/ContactQRCode";
-import { useConfig, LAST_SEEN_OPTIONS } from "@/components/ConfigContext";
+import { useConfig, LAST_SEEN_OPTIONS, neighborMinConfidenceOf } from "@/components/ConfigContext";
 import { useNeighbors, type Neighbor } from "@/hooks/useNeighbors";
 import { useNodeData, type NodeData, type NodeInfo, type Advert, type LocationHistory, type MqttInfo, type NodeError } from "@/hooks/useNodeData";
 import { ArrowRightEndOnRectangleIcon, ArrowRightStartOnRectangleIcon } from "@heroicons/react/24/outline";
@@ -54,6 +54,34 @@ export default function MeshcoreNodePage() {
     enabled: !!publicKey
   });
 
+  // Inferred neighbors from the unified neighbor graph (path/anchor derived), filtered by the user's
+  // global confidence preference. Exclude 'direct' (already shown above) and any neighbor already in
+  // the direct list, so this section only adds genuinely inferred links.
+  const {
+    data: allEdges = [],
+    isLoading: inferredLoading
+  } = useNeighbors({
+    nodeId: publicKey,
+    lastSeen: config.lastSeen,
+    mode: 'all',
+    minConfidence: neighborMinConfidenceOf(config),
+    enabled: !!publicKey
+  });
+  const directKeys = new Set(neighbors.map(n => n.public_key));
+  const inferredNeighbors = allEdges.filter(n => n.method !== 'direct' && !directKeys.has(n.public_key));
+  const methodLabel = (m?: string) =>
+    m === 'anchor-gateway' || m === 'anchor-origin' ? 'Anchored'
+    : m === 'path-uniq-3b' ? 'Path (3-byte)'
+    : m === 'path-uniq-2b' ? 'Path (2-byte)'
+    : m === 'path-uniq-1b' ? 'Path (1-byte)'
+    : 'Inferred';
+  // One list: directly-heard neighbors first, then inferred ones, each flagged so the card can show
+  // either direction arrows (direct) or an inference indicator (inferred).
+  const combinedNeighbors = [
+    ...neighbors.map(n => ({ ...n, inferred: false })),
+    ...inferredNeighbors.map(n => ({ ...n, inferred: true })),
+  ];
+
   // Extract error information from TanStack Query error
   const error = queryError?.error || null;
   const errorCode = queryError?.code || null;
@@ -406,10 +434,10 @@ export default function MeshcoreNodePage() {
         <div className="mt-6 bg-white dark:bg-neutral-900 shadow rounded-lg">
             <div className="px-6 py-4 border-b border-gray-200 dark:border-gray-700">
               <h2 className="text-lg font-medium text-gray-900 dark:text-gray-100">
-                Neighbors ({neighborsLoading ? "..." : neighbors.length})
+                Neighbors ({neighborsLoading || inferredLoading ? "..." : combinedNeighbors.length})
               </h2>
               <p className="text-sm text-gray-500 dark:text-gray-400">
-                Nodes heard directly by this node
+                Heard directly, or inferred from routing paths &amp; adverts
                 {config.lastSeen !== null && (
                   <span className="ml-2 inline-flex items-center px-2 py-0.5 rounded text-xs font-medium bg-blue-100 text-blue-800 dark:bg-blue-900 dark:text-blue-200">
                     Last {(() => {
@@ -421,18 +449,18 @@ export default function MeshcoreNodePage() {
               </p>
             </div>
             <div className="p-6">
-              {neighborsLoading ? (
+              {(neighborsLoading || inferredLoading) ? (
                 <div className="text-center text-gray-500 dark:text-gray-400 py-8">
                   <div className="animate-spin rounded-full h-8 w-8 border-b-2 border-blue-600 mx-auto mb-2"></div>
                   Loading neighbors...
                 </div>
-              ) : neighbors.length === 0 ? (
+              ) : combinedNeighbors.length === 0 ? (
                 <div className="text-center text-gray-500 dark:text-gray-400 py-8">
                   No neighbors found
                 </div>
               ) : (
                 <div className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 gap-4">
-                  {neighbors.map((neighbor) => (
+                  {combinedNeighbors.map((neighbor) => (
                     <div key={neighbor.public_key} className="border border-gray-200 dark:border-gray-700 rounded-lg p-4 hover:bg-gray-50 dark:hover:bg-neutral-800 transition-colors">
                       <div className="flex items-start justify-between mb-2">
                         <div className="flex-1 min-w-0">
@@ -480,13 +508,25 @@ export default function MeshcoreNodePage() {
                             Location: {neighbor.latitude.toFixed(4)}, {neighbor.longitude.toFixed(4)}
                           </div>
                         ) || null}
-                        {neighbor.directions && neighbor.directions.length > 0 && (
+                        {neighbor.inferred ? (
+                          <div className="flex flex-wrap items-center gap-1 pt-0.5">
+                            <span
+                              className="inline-flex items-center px-1.5 py-0.5 rounded text-xs font-medium bg-teal-100 text-teal-800 dark:bg-teal-900 dark:text-teal-200"
+                              title="Inferred from routing paths / adverts — not heard directly"
+                            >
+                              Inferred · {methodLabel(neighbor.method)}
+                            </span>
+                            <span className="inline-flex items-center px-1.5 py-0.5 rounded text-xs font-medium bg-gray-100 text-gray-700 dark:bg-neutral-700 dark:text-gray-300">
+                              {Math.round((neighbor.confidence ?? 0) * 100)}% conf
+                            </span>
+                          </div>
+                        ) : (neighbor.directions && neighbor.directions.length > 0 && (
                           <div className="flex items-center gap-1">
                             <span>Direction:</span>
                             {neighbor.directions.includes('incoming') && <ArrowRightEndOnRectangleIcon className="h-4 w-4 text-gray-500 dark:text-gray-400" title="Incoming - This node hears the neighbor" />}
                             {neighbor.directions.includes('outgoing') && <ArrowRightStartOnRectangleIcon className="h-4 w-4 text-gray-500 dark:text-gray-400" title="Outgoing - The neighbor hears this node" />}
                           </div>
-                        )}
+                        ))}
                       </div>
                     </div>
                   ))}
diff --git a/meshexplorer/src/app/api/meshcore/node/[publicKey]/neighbors/route.ts b/meshexplorer/src/app/api/meshcore/node/[publicKey]/neighbors/route.ts
index 6f1a4bb..62b6e94 100644
--- a/meshexplorer/src/app/api/meshcore/node/[publicKey]/neighbors/route.ts
+++ b/meshexplorer/src/app/api/meshcore/node/[publicKey]/neighbors/route.ts
@@ -1,5 +1,5 @@
 import { NextResponse } from "next/server";
-import { getMeshcoreNodeNeighbors } from "@/lib/clickhouse/actions";
+import { getMeshcoreNodeNeighbors, getMeshcoreNodeAllEdges } from "@/lib/clickhouse/actions";
 
 export async function GET(
   req: Request,
@@ -9,7 +9,11 @@ export async function GET(
     const { publicKey: rawPublicKey } = await params;
     const { searchParams } = new URL(req.url);
     const lastSeen = searchParams.get("lastSeen");
-    
+    // mode=all -> unified neighbor graph (same edges as the map's "show all neighbors"), filtered by
+    // minConfidence. Default mode -> the legacy direct-adjacency list (with incoming/outgoing).
+    const mode = searchParams.get("mode");
+    const minConfidence = searchParams.get("minConfidence");
+
     if (!rawPublicKey) {
       return NextResponse.json({ 
         error: "Public key is required",
@@ -28,8 +32,10 @@ export async function GET(
     // Normalize public key to uppercase for database query
     const publicKey = rawPublicKey.toUpperCase();
 
-    const neighbors = await getMeshcoreNodeNeighbors(publicKey, lastSeen);
-    
+    const neighbors = mode === "all"
+      ? await getMeshcoreNodeAllEdges(publicKey, minConfidence ? Number(minConfidence) : 0, lastSeen)
+      : await getMeshcoreNodeNeighbors(publicKey, lastSeen);
+
     // Check if the parent node exists by trying to get basic node info
     // This is a lightweight check to ensure the node exists before returning neighbors
     if (!neighbors || neighbors.length === 0) {
diff --git a/meshexplorer/src/components/ConfigContext.tsx b/meshexplorer/src/components/ConfigContext.tsx
index ce132df..ff92654 100644
--- a/meshexplorer/src/components/ConfigContext.tsx
+++ b/meshexplorer/src/components/ConfigContext.tsx
@@ -15,6 +15,7 @@ export type Config = {
   lastSeen: number | null; // seconds, or null for forever
   meshcoreKeys?: MeshcoreKey[]; // meshcore private keys
   selectedRegion?: string; // selected region for chat messages
+  neighborMinConfidence?: number; // min confidence for derived/inferred neighbor edges (0..1)
 };
 
 
@@ -22,8 +23,27 @@ const DEFAULT_CONFIG: Config = {
   lastSeen: 604800, // 1 week by default
   meshcoreKeys: [], // default empty
   selectedRegion: undefined, // no region selected by default
+  neighborMinConfidence: 0.5, // "Standard": direct + extended-hash path edges; hides anchored/1-byte
 };
 
+// Neighbor-edge confidence tiers, mapped to the minimum `confidence` emitted by
+// meshcore_all_neighbor_edges (direct=1.0, 3-byte≈0.8, 2-byte≈0.6, anchored≈0.45, 1-byte≈0.4).
+// Anchored edges are geographically inferred (not observed hops) so they rank just above the noisy
+// 1-byte tier and are hidden at the default "Standard" threshold.
+export const NEIGHBOR_CONFIDENCE_OPTIONS = [
+  { value: 1.0, label: "MQTT direct only" },
+  { value: 0.7, label: "High (extended hash)" },
+  { value: 0.5, label: "Standard" },
+  { value: 0.45, label: "Include anchored (lower confidence)" },
+  { value: 0, label: "All (include weak 1-byte)" },
+];
+
+// Resolve the effective confidence floor (handles older stored configs missing the field).
+export function neighborMinConfidenceOf(config: Config | undefined | null): number {
+  const v = config?.neighborMinConfidence;
+  return typeof v === "number" ? v : 0.5;
+}
+
 export const LAST_SEEN_OPTIONS = [
   { value: 1800, label: "30m" },
   { value: 3600, label: "1h" },
@@ -68,7 +88,7 @@ export function ConfigProvider({ children }: { children: ReactNode }) {
   return (
     <ConfigContext.Provider value={{ config, setConfig, openConfig, openKeyModal, configButtonRef }}>
       {children}
-      {open && <ConfigPopover config={config} setConfig={setConfig} onClose={closeConfig} anchorRef={configButtonRef} onOpenKeyModal={openKeyModal} />}
+      {open && <ConfigPopover config={config} setConfig={setConfig} onClose={closeConfig} anchorRef={configButtonRef} />}
       {keyModalOpen && (
         <MeshcoreKeyModal
           config={config}
@@ -90,7 +110,7 @@ export function useConfig() {
   return useContext(ConfigContext);
 }
 
-function ConfigPopover({ config, setConfig, onClose, anchorRef, onOpenKeyModal }: { config: Config, setConfig: (c: Config) => void, onClose: () => void, anchorRef: React.RefObject<HTMLElement | null>, onOpenKeyModal: () => void }) {
+function ConfigPopover({ config, setConfig, onClose, anchorRef }: { config: Config, setConfig: (c: Config) => void, onClose: () => void, anchorRef: React.RefObject<HTMLElement | null> }) {
   const popoverRef = useRef<HTMLDivElement>(null);
 
   // Click outside to close
@@ -152,12 +172,19 @@ function ConfigPopover({ config, setConfig, onClose, anchorRef, onOpenKeyModal }
         </p>
       </div>
       <div className="mb-2">
-        <button
-          className="px-3 py-2 bg-blue-600 text-white rounded hover:bg-blue-700 w-full"
-          onClick={onOpenKeyModal}
+        <div className="font-medium mb-2">Neighbor confidence</div>
+        <select
+          className="w-full p-2 border rounded"
+          value={config.neighborMinConfidence ?? 0.5}
+          onChange={e => setConfig({ ...config, neighborMinConfidence: parseFloat(e.target.value) })}
         >
-          Manage Channel Keys
-        </button>
+          {NEIGHBOR_CONFIDENCE_OPTIONS.map(opt => (
+            <option key={opt.value} value={opt.value}>{opt.label}</option>
+          ))}
+        </select>
+        <p className="text-xs text-gray-500 mt-1">
+          Minimum confidence for inferred neighbor links (map &amp; node pages)
+        </p>
       </div>
     </div>
   );
diff --git a/meshexplorer/src/components/MapLayerSettings.tsx b/meshexplorer/src/components/MapLayerSettings.tsx
index ce03b93..d004b4e 100644
--- a/meshexplorer/src/components/MapLayerSettings.tsx
+++ b/meshexplorer/src/components/MapLayerSettings.tsx
@@ -1,6 +1,6 @@
 "use client";
 import React, { useState, useRef, useEffect } from 'react';
-import { useMapLayerSettings, TILE_LAYERS, NODE_TYPE_OPTIONS, NEIGHBOR_CONFIDENCE_OPTIONS, type MapLayerSettings } from '@/hooks/useMapLayerSettings';
+import { useMapLayerSettings, TILE_LAYERS, NODE_TYPE_OPTIONS, type MapLayerSettings } from '@/hooks/useMapLayerSettings';
 import { Square3Stack3DIcon } from '@heroicons/react/24/outline';
 
 interface MapLayerSettingsProps {
@@ -189,39 +189,6 @@ export default function MapLayerSettingsComponent({ onSettingsChange }: MapLayer
             </span>
           </label>
 
-          {/* Neighbor confidence - indented sub-option (subsumes the old "only MQTT" toggle:
-              "MQTT direct only" is the top tier) */}
-          <div className="ml-6 mb-3">
-            <label className={`block text-sm ${
-              settings.showAllNeighbors
-                ? 'text-gray-700 dark:text-gray-300'
-                : 'text-gray-400 dark:text-gray-500'
-            } mb-1`}>
-              Neighbor confidence
-            </label>
-            <select
-              value={settings.minConfidence}
-              onChange={(e) => updateSetting('minConfidence', parseFloat(e.target.value))}
-              disabled={!settings.showAllNeighbors}
-              className={`w-full p-2 border border-gray-300 dark:border-neutral-600 rounded text-sm ${
-                settings.showAllNeighbors
-                  ? 'bg-white dark:bg-neutral-800 text-gray-700 dark:text-gray-300'
-                  : 'bg-gray-100 dark:bg-neutral-700 text-gray-400 dark:text-gray-500 cursor-not-allowed'
-              }`}
-            >
-              {NEIGHBOR_CONFIDENCE_OPTIONS.map(opt => (
-                <option key={opt.value} value={opt.value}>{opt.label}</option>
-              ))}
-            </select>
-            <p className={`text-xs mt-1 ${
-              settings.showAllNeighbors
-                ? 'text-gray-500 dark:text-gray-400'
-                : 'text-gray-400 dark:text-gray-500'
-            }`}>
-              Higher tiers show only the most trustworthy links (MQTT-direct, then anchored / extended-hash)
-            </p>
-          </div>
-
           {/* Minimum packet count - indented sub-option */}
           <div className="ml-6 mb-3">
             <label className={`block text-sm ${
diff --git a/meshexplorer/src/components/MapView.tsx b/meshexplorer/src/components/MapView.tsx
index 756b42a..b9cfa56 100644
--- a/meshexplorer/src/components/MapView.tsx
+++ b/meshexplorer/src/components/MapView.tsx
@@ -7,7 +7,7 @@ import L from "leaflet";
 import 'leaflet.markercluster/dist/leaflet.markercluster.js';
 import 'leaflet.markercluster/dist/MarkerCluster.css';
 import 'leaflet.markercluster/dist/MarkerCluster.Default.css';
-import { useConfig } from "./ConfigContext";
+import { useConfig, neighborMinConfidenceOf } from "./ConfigContext";
 import RefreshButton from "@/components/RefreshButton";
 import MapLayerSettingsComponent from "@/components/MapLayerSettings";
 import { type MapLayerSettings } from "@/hooks/useMapLayerSettings";
@@ -373,11 +373,6 @@ function NeighborLines({
     .map(neighbor => {
       // Check if the neighbor is also visible on the map
       const neighborOnMap = nodes.find(node => node.node_id === neighbor.public_key);
-      
-      const hasIncoming = neighbor.directions?.includes('incoming') || false;
-      const hasOutgoing = neighbor.directions?.includes('outgoing') || false;
-      const isBidirectional = hasIncoming && hasOutgoing;
-      
       return {
         neighbor,
         positions: [
@@ -385,26 +380,29 @@ function NeighborLines({
           [neighbor.latitude!, neighbor.longitude!] as [number, number]
         ],
         isNeighborVisible: !!neighborOnMap,
-        hasIncoming,
-        hasOutgoing,
-        isBidirectional
       };
     });
 
+  // Color by derivation method, matching the "show all neighbors" layer.
+  const methodColor = (method?: string) =>
+    method === 'direct' ? '#8b5cf6'           // purple: literal MQTT-direct
+    : method?.startsWith('anchor-') ? '#3b82f6' // blue: anchored
+    : '#14b8a6';                                // teal: path-inferred
 
   return (
     <>
-      {lines.map(({ neighbor, positions, isNeighborVisible, isBidirectional }) => {
-        const lineColor = isNeighborVisible ? (isBidirectional ? '#10b981' : '#3b82f6') : '#94a3b8';
-        
+      {lines.map(({ neighbor, positions, isNeighborVisible }) => {
+        const lineColor = isNeighborVisible ? methodColor(neighbor.method) : '#94a3b8';
+        const opacity = Math.max(0.3, Math.min(0.9, 0.3 + 0.6 * (neighbor.confidence ?? 0.6)));
+
         return (
           <Polyline
             key={`${selectedNodeId}-${neighbor.public_key}`}
             positions={positions}
             pathOptions={{
               color: lineColor,
-              weight: isBidirectional ? strokeWidth + 1 : strokeWidth,
-              opacity: 0.7,
+              weight: strokeWidth,
+              opacity,
               dashArray: isNeighborVisible ? undefined : '5, 5'
             }}
           />
@@ -551,7 +549,6 @@ export default function MapView({ target = '_self' }: MapViewProps = {}) {
     tileLayer: "openstreetmap",
     showAllNeighbors: false,
     useColors: true,
-    minConfidence: 0.5,
     nodeTypes: ["meshcore"],
     showMeshcoreCoverageOverlay: false,
     minPacketCount: 1,
@@ -583,9 +580,13 @@ export default function MapView({ target = '_self' }: MapViewProps = {}) {
   }, [mapLayerSettings.showAllNeighbors]);
   
   // Use TanStack Query for neighbors data
+  // Hover neighbors come from the same unified graph as "show all neighbors", filtered by the
+  // user's global confidence preference, so the two views are consistent.
   const { data: neighbors = [], isLoading: neighborsLoading } = useNeighbors({
     nodeId: selectedNodeId,
     lastSeen: config?.lastSeen,
+    mode: 'all',
+    minConfidence: neighborMinConfidenceOf(config),
     enabled: !!selectedNodeId
   });
 
@@ -651,7 +652,7 @@ export default function MapView({ target = '_self' }: MapViewProps = {}) {
     }
     if (includeNeighbors) {
       params.push('includeNeighbors=true');
-      params.push(`minConfidence=${mapLayerSettings.minConfidence}`);
+      params.push(`minConfidence=${neighborMinConfidenceOf(config)}`);
     }
     if (params.length > 0) {
       url += `?${params.join("&")}`;
@@ -697,7 +698,7 @@ export default function MapView({ target = '_self' }: MapViewProps = {}) {
           setAllNeighborsLoading(false);
         }
       });
-  }, [mapLayerSettings.nodeTypes, mapLayerSettings.minConfidence, config?.lastSeen, config?.selectedRegion]);
+  }, [mapLayerSettings.nodeTypes, config?.neighborMinConfidence, config?.lastSeen, config?.selectedRegion]);
 
   function isBoundsInside(inner: [[number, number], [number, number]], outer: [[number, number], [number, number]]) {
     // inner: [[minLat, minLng], [maxLat, maxLng]]
@@ -903,7 +904,7 @@ export default function MapView({ target = '_self' }: MapViewProps = {}) {
       {/* Traffic Legend */}
       {showAllNeighbors && mapLayerSettings.useColors && allNeighborConnections.length > 0 && (() => {
         // At the top confidence notch only literal MQTT-direct edges are shown.
-        const directOnly = mapLayerSettings.minConfidence >= 1;
+        const directOnly = neighborMinConfidenceOf(config) >= 1;
         const hasAnchor = allNeighborConnections.some(conn => conn.method?.startsWith('anchor-'));
         // Calculate logarithmic thresholds for legend display
         const pathConnections = allNeighborConnections.filter(conn => conn.connection_type === 'path');
diff --git a/meshexplorer/src/hooks/useMapLayerSettings.ts b/meshexplorer/src/hooks/useMapLayerSettings.ts
index be768c7..3cd6c8d 100644
--- a/meshexplorer/src/hooks/useMapLayerSettings.ts
+++ b/meshexplorer/src/hooks/useMapLayerSettings.ts
@@ -10,9 +10,6 @@ export interface MapLayerSettings {
   tileLayer: string;
   showAllNeighbors: boolean;
   useColors: boolean;
-  // Minimum edge confidence to display. Subsumes the old "only MQTT neighbors" toggle: at 1.0 only
-  // literal MQTT-direct edges show; lower values progressively include anchored and path-inferred edges.
-  minConfidence: number;
   nodeTypes: NodeType[];
   showMeshcoreCoverageOverlay: boolean;
   minPacketCount: number;
@@ -26,7 +23,6 @@ const DEFAULT_MAP_LAYER_SETTINGS: MapLayerSettings = {
   tileLayer: "openstreetmap",
   showAllNeighbors: false,
   useColors: true,
-  minConfidence: 0.5,
   nodeTypes: ["meshcore"],
   showMeshcoreCoverageOverlay: false,
   minPacketCount: 1,
@@ -47,14 +43,3 @@ export const NODE_TYPE_OPTIONS = [
   { key: "meshcore", label: "Meshcore" },
 ];
 
-// Neighbor confidence tiers, mapped to the minimum edge confidence emitted by
-// meshcore_all_neighbor_edges (direct=1.0, 3-byte≈0.8, 2-byte≈0.6, anchored≈0.45, 1-byte≈0.4).
-// Anchored edges are geographically inferred (not observed hops) so they rank just above the noisy
-// 1-byte tier and are hidden at the default "Standard" threshold.
-export const NEIGHBOR_CONFIDENCE_OPTIONS = [
-  { value: 1.0, label: "MQTT direct only" },
-  { value: 0.7, label: "High (extended hash)" },
-  { value: 0.5, label: "Standard" },
-  { value: 0.45, label: "Include anchored (lower confidence)" },
-  { value: 0, label: "All (include weak 1-byte)" },
-];
diff --git a/meshexplorer/src/hooks/useNeighbors.ts b/meshexplorer/src/hooks/useNeighbors.ts
index 8cf12bd..75cf8c5 100644
--- a/meshexplorer/src/hooks/useNeighbors.ts
+++ b/meshexplorer/src/hooks/useNeighbors.ts
@@ -11,25 +11,40 @@ export interface Neighbor {
   is_chat_node: number;
   is_room_server: number;
   has_name: number;
-  directions: string[];
+  directions?: string[]; // only present in 'direct' mode
+  // present in 'all' mode (unified neighbor graph)
+  method?: string;
+  confidence?: number;
+  connection_type?: string;
+  packet_count?: number;
 }
 
 interface UseNeighborsParams {
   nodeId: string | null;
   lastSeen?: number | null;
+  // 'direct' (default) = legacy direct adjacency with incoming/outgoing; 'all' = unified neighbor
+  // graph (same edges as the map's "show all neighbors") filtered by minConfidence.
+  mode?: 'direct' | 'all';
+  minConfidence?: number | null;
   enabled?: boolean;
 }
 
-export function useNeighbors({ nodeId, lastSeen, enabled = true }: UseNeighborsParams) {
+export function useNeighbors({ nodeId, lastSeen, mode = 'direct', minConfidence, enabled = true }: UseNeighborsParams) {
   return useQuery({
-    queryKey: ['neighbors', nodeId, lastSeen],
+    queryKey: ['neighbors', nodeId, lastSeen, mode, minConfidence],
     queryFn: async (): Promise<Neighbor[]> => {
       if (!nodeId) return [];
-      
+
       const params = new URLSearchParams();
       if (lastSeen !== null && lastSeen !== undefined) {
         params.append('lastSeen', lastSeen.toString());
       }
+      if (mode === 'all') {
+        params.append('mode', 'all');
+        if (minConfidence !== null && minConfidence !== undefined) {
+          params.append('minConfidence', minConfidence.toString());
+        }
+      }
       const url = `/api/meshcore/node/${nodeId}/neighbors${params.toString() ? `?${params.toString()}` : ''}`;
       
       const response = await fetch(buildApiUrl(url));
diff --git a/meshexplorer/src/lib/clickhouse/actions.ts b/meshexplorer/src/lib/clickhouse/actions.ts
index 699fab7..979b4e1 100644
--- a/meshexplorer/src/lib/clickhouse/actions.ts
+++ b/meshexplorer/src/lib/clickhouse/actions.ts
@@ -474,6 +474,81 @@ export async function getMeshcoreNodeNeighbors(publicKey: string, lastSeen: stri
   }
 }
 
+// A node's neighbors derived from the unified neighbor graph (meshcore_all_neighbor_edges) — the
+// same edges the map's "show all neighbors" layer draws — filtered to a minimum confidence. Returns
+// the other endpoint of each edge with its derivation method/confidence; dedups a neighbor seen in
+// multiple regions to its highest-confidence edge.
+export async function getMeshcoreNodeAllEdges(publicKey: string, minConfidence: number = 0, lastSeen: string | null = null) {
+  try {
+    const params: Record<string, any> = { publicKey, minConfidence: Number(minConfidence) };
+    const whereConditions = [
+      "(source_node = {publicKey:String} OR target_node = {publicKey:String})",
+      "confidence >= {minConfidence:Float32}",
+      visibleNodeSqlClause("source_name"),
+      visibleNodeSqlClause("target_name"),
+    ];
+    if (lastSeen !== null && lastSeen !== undefined && lastSeen !== "") {
+      whereConditions.push("source_last_seen >= now() - INTERVAL {lastSeen:UInt32} SECOND AND target_last_seen >= now() - INTERVAL {lastSeen:UInt32} SECOND");
+      params.lastSeen = Number(lastSeen);
+    }
+
+    const query = `
+      SELECT
+        e.public_key AS public_key,
+        any(e.node_name) AS node_name,
+        any(e.latitude) AS latitude,
+        any(e.longitude) AS longitude,
+        any(e.has_location) AS has_location,
+        argMax(e.method, e.confidence) AS method,
+        max(e.confidence) AS confidence,
+        argMax(e.connection_type, e.confidence) AS connection_type,
+        max(e.packet_count) AS packet_count,
+        any(a.is_repeater) AS is_repeater,
+        any(a.is_chat_node) AS is_chat_node,
+        any(a.is_room_server) AS is_room_server,
+        any(a.has_name) AS has_name
+      FROM (
+        SELECT
+          if(source_node = {publicKey:String}, target_node, source_node) AS public_key,
+          if(source_node = {publicKey:String}, target_name, source_name) AS node_name,
+          if(source_node = {publicKey:String}, target_latitude, source_latitude) AS latitude,
+          if(source_node = {publicKey:String}, target_longitude, source_longitude) AS longitude,
+          if(source_node = {publicKey:String}, target_has_location, source_has_location) AS has_location,
+          method, confidence, connection_type, packet_count
+        FROM meshcore_all_neighbor_edges
+        WHERE ${whereConditions.join(" AND ")}
+      ) AS e
+      LEFT JOIN (
+        SELECT public_key, is_repeater, is_chat_node, is_room_server, has_name FROM meshcore_adverts_latest
+      ) AS a ON a.public_key = e.public_key
+      WHERE e.public_key != {publicKey:String}
+      GROUP BY e.public_key
+      ORDER BY confidence DESC, public_key
+    `;
+
+    const result = await clickhouse.query({ query, query_params: params, format: 'JSONEachRow' });
+    const rows = await result.json();
+    return rows as Array<{
+      public_key: string;
+      node_name: string;
+      latitude: number | null;
+      longitude: number | null;
+      has_location: number;
+      method: string;
+      confidence: number;
+      connection_type: string;
+      packet_count: number;
+      is_repeater: number;
+      is_chat_node: number;
+      is_room_server: number;
+      has_name: number;
+    }>;
+  } catch (error) {
+    console.error('ClickHouse error in getMeshcoreNodeAllEdges:', error);
+    throw error;
+  }
+}
+
 interface SearchQuery {
   query?: string;
   region?: string;