diff --git a/packages/views/editor/extensions/mention-recency.ts b/packages/views/editor/extensions/mention-recency.ts
new file mode 100644
index 0000000000..5155b5abde
--- /dev/null
+++ b/packages/views/editor/extensions/mention-recency.ts
@@ -0,0 +1,100 @@
+// Tracks the last time the current user mentioned a given target (member /
+// agent / issue / "all"), per workspace, in browser storage. Used to rank the
+// mention suggestion dropdown so recently-mentioned targets surface first.
+//
+// Data is per-device by design — the goal is "make the next mention faster",
+// not a cross-device profile. If localStorage is unavailable (SSR, sandboxed
+// environments) every accessor degrades to a no-op so callers can use it
+// unconditionally.
+
+import type { MentionItem } from "./mention-suggestion";
+
+type RecencyMap = Record<string, number>;
+
+const STORAGE_PREFIX = "multica:mention-recency:";
+const MAX_ENTRIES = 200;
+
+function storageKey(workspaceId: string): string {
+  return `${STORAGE_PREFIX}${workspaceId}`;
+}
+
+function getStorage(): Storage | null {
+  if (typeof window === "undefined") return null;
+  try {
+    return window.localStorage;
+  } catch {
+    return null;
+  }
+}
+
+function readRecencyMap(workspaceId: string): RecencyMap {
+  const storage = getStorage();
+  if (!storage) return {};
+  const raw = storage.getItem(storageKey(workspaceId));
+  if (!raw) return {};
+  try {
+    const parsed = JSON.parse(raw);
+    if (parsed && typeof parsed === "object") return parsed as RecencyMap;
+  } catch {
+    // Corrupt entry — drop it on the next write rather than throwing.
+  }
+  return {};
+}
+
+function writeRecencyMap(workspaceId: string, map: RecencyMap): void {
+  const storage = getStorage();
+  if (!storage) return;
+  try {
+    storage.setItem(storageKey(workspaceId), JSON.stringify(map));
+  } catch {
+    // Quota exceeded or storage disabled — silently skip.
+  }
+}
+
+function recencyKey(item: Pick<MentionItem, "type" | "id">): string {
+  return `${item.type}:${item.id}`;
+}
+
+export function recordMentionUsage(
+  workspaceId: string,
+  item: Pick<MentionItem, "type" | "id">,
+): void {
+  if (!workspaceId) return;
+  const map = readRecencyMap(workspaceId);
+  map[recencyKey(item)] = Date.now();
+
+  // Lazy prune: keep the map bounded so it doesn't grow forever as members
+  // and agents come and go.
+  const entries = Object.entries(map);
+  if (entries.length > MAX_ENTRIES) {
+    entries.sort(([, ta], [, tb]) => tb - ta);
+    const trimmed: RecencyMap = {};
+    for (const [key, ts] of entries.slice(0, MAX_ENTRIES)) {
+      trimmed[key] = ts;
+    }
+    writeRecencyMap(workspaceId, trimmed);
+    return;
+  }
+
+  writeRecencyMap(workspaceId, map);
+}
+
+export function getRecencyMap(workspaceId: string): RecencyMap {
+  if (!workspaceId) return {};
+  return readRecencyMap(workspaceId);
+}
+
+// Sorts user-type mention items (member/agent) by recency DESC, with an
+// alphabetical name fallback for items the user has never mentioned. Used to
+// merge the previously-separate member and agent buckets into a single list.
+export function sortUserItemsByRecency(
+  items: MentionItem[],
+  recency: RecencyMap,
+): MentionItem[] {
+  return [...items].sort((a, b) => {
+    const ra = recency[recencyKey(a)] ?? 0;
+    const rb = recency[recencyKey(b)] ?? 0;
+    if (ra !== rb) return rb - ra;
+    return a.label.localeCompare(b.label);
+  });
+}
diff --git a/packages/views/editor/extensions/mention-suggestion.tsx b/packages/views/editor/extensions/mention-suggestion.tsx
index ca4140f37f..7be16eb277 100644
--- a/packages/views/editor/extensions/mention-suggestion.tsx
+++ b/packages/views/editor/extensions/mention-suggestion.tsx
@@ -27,6 +27,11 @@ import { StatusIcon } from "../../issues/components/status-icon";
 import { Badge } from "@multica/ui/components/ui/badge";
 import type { IssueStatus } from "@multica/core/types";
 import type { SuggestionOptions, SuggestionProps } from "@tiptap/suggestion";
+import {
+  getRecencyMap,
+  recordMentionUsage,
+  sortUserItemsByRecency,
+} from "./mention-recency";
 
 // ---------------------------------------------------------------------------
 // Types
@@ -185,7 +190,10 @@ export const MentionList = forwardRef<MentionListRef, MentionListProps>(
     const selectItem = useCallback(
       (index: number) => {
         const item = displayItems[index];
-        if (item) command(item);
+        if (!item) return;
+        const wsId = getCurrentWsId();
+        if (wsId) recordMentionUsage(wsId, item);
+        command(item);
       },
       [displayItems, command],
     );
@@ -374,6 +382,15 @@ export function createMentionSuggestion(qc: QueryClient): Omit<
       .filter((a) => !a.archived_at && a.name.toLowerCase().includes(q))
       .map((a) => ({ id: a.id, label: a.name, type: "agent" as const }));
 
+    // Members and agents share a single ranked list — recently mentioned
+    // targets come first regardless of type, with an alphabetical fallback
+    // for everyone the user hasn't mentioned yet on this device.
+    const recency = getRecencyMap(wsId);
+    const userItems = sortUserItemsByRecency(
+      [...memberItems, ...agentItems],
+      recency,
+    );
+
     // Cached issues give an instant first paint; MentionList adds server
     // matches for done/cancelled and any other issues not in this cache.
     const issueItems: MentionItem[] = cachedIssues
@@ -384,7 +401,7 @@ export function createMentionSuggestion(qc: QueryClient): Omit<
       )
       .map(issueToMention);
 
-    return [...allItem, ...memberItems, ...agentItems, ...issueItems];
+    return [...allItem, ...userItems, ...issueItems];
   }
 
   return {