From e736fcfa096d75b6ee7e33ff09b77e3c1aef6a4b Mon Sep 17 00:00:00 2001
From: Danny Avila <danny@librechat.ai>
Date: Sun, 16 Aug 2026 22:02:54 -0400
Subject: [PATCH] =?UTF-8?q?=F0=9F=8F=B7=EF=B8=8F=20refactor:=20Keep=20Agen?=
 =?UTF-8?q?t=20Conversations=20From=20Revealing=20Model=20Labels=20(#14909?=
 =?UTF-8?q?)?=
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---
 client/src/components/Chat/Input/AddedConvo.tsx   | 14 ++++++++------
 .../Conversations/__tests__/useGetSender.spec.tsx | 15 +++++++++++++++
 client/src/hooks/Conversations/useGetSender.ts    |  9 ++++++++-
 3 files changed, 31 insertions(+), 7 deletions(-)

diff --git a/client/src/components/Chat/Input/AddedConvo.tsx b/client/src/components/Chat/Input/AddedConvo.tsx
index 764612ec90..89e26b562f 100644
--- a/client/src/components/Chat/Input/AddedConvo.tsx
+++ b/client/src/components/Chat/Input/AddedConvo.tsx
@@ -5,6 +5,7 @@ import type { SetterOrUpdater } from 'recoil';
 import { useGetEndpointsQuery } from '~/data-provider';
 import { EndpointIcon } from '~/components/Endpoints';
 import { useAgentsMapContext } from '~/Providers';
+import { useLocalize } from '~/hooks';
 
 export default function AddedConvo({
   addedConvo,
@@ -15,13 +16,14 @@ export default function AddedConvo({
 }) {
   const agentsMap = useAgentsMapContext();
   const { data: endpointsConfig } = useGetEndpointsQuery();
+  const localize = useLocalize();
   const title = useMemo(() => {
     // Priority: agent name > modelDisplayLabel > modelLabel > model
-    if (isAgentsEndpoint(addedConvo?.endpoint) && addedConvo?.agent_id) {
-      const agent = agentsMap?.[addedConvo.agent_id];
-      if (agent?.name) {
-        return `+ ${agent.name}`;
-      }
+    if (isAgentsEndpoint(addedConvo?.endpoint)) {
+      const agent = addedConvo?.agent_id ? agentsMap?.[addedConvo.agent_id] : undefined;
+      /** Never fall into the model-label chain for agents — it would reveal the
+       *  underlying model an agent author may intend to keep private. */
+      return `+ ${agent?.name || localize('com_ui_agent')}`;
     }
 
     const endpointConfig = endpointsConfig?.[addedConvo?.endpoint ?? ''];
@@ -29,7 +31,7 @@ export default function AddedConvo({
       endpointConfig?.modelDisplayLabel || addedConvo?.modelLabel || addedConvo?.model || 'AI';
 
     return `+ ${displayLabel}`;
-  }, [addedConvo, agentsMap, endpointsConfig]);
+  }, [addedConvo, agentsMap, endpointsConfig, localize]);
 
   if (!addedConvo) {
     return null;
diff --git a/client/src/hooks/Conversations/__tests__/useGetSender.spec.tsx b/client/src/hooks/Conversations/__tests__/useGetSender.spec.tsx
index efba85a76b..cc48f374a3 100644
--- a/client/src/hooks/Conversations/__tests__/useGetSender.spec.tsx
+++ b/client/src/hooks/Conversations/__tests__/useGetSender.spec.tsx
@@ -91,4 +91,19 @@ describe('useGetSender', () => {
     };
     expect(getSender(asOption(unknownCustom))).toBe(getResponseSender(asOption(unknownCustom)));
   });
+
+  it('never reveals model or spec labels for agent conversations', () => {
+    const getSender = renderGetSender();
+    expect(
+      getSender(
+        asOption({
+          endpoint: EModelEndpoint.agents,
+          agent_id: 'agent_abc123',
+          model: 'gpt-5.5',
+          modelLabel: 'GPT-5.5 Pro',
+          spec: 'fast-qwen',
+        }),
+      ),
+    ).toBe('');
+  });
 });
diff --git a/client/src/hooks/Conversations/useGetSender.ts b/client/src/hooks/Conversations/useGetSender.ts
index 1f978049fa..a3b17d04cf 100644
--- a/client/src/hooks/Conversations/useGetSender.ts
+++ b/client/src/hooks/Conversations/useGetSender.ts
@@ -1,5 +1,5 @@
 import { useCallback } from 'react';
-import { getResponseSender, getEphemeralSender } from 'librechat-data-provider';
+import { getResponseSender, getEphemeralSender, isAgentsEndpoint } from 'librechat-data-provider';
 import type { TEndpointOption, TEndpointsConfig } from 'librechat-data-provider';
 import { useGetEndpointsQuery, useGetStartupConfig } from '~/data-provider';
 import { getModelSpec } from '~/utils';
@@ -8,6 +8,10 @@ import { getModelSpec } from '~/utils';
  * Mirrors the server's sender resolution (`modelLabel` → spec label → endpoint
  * `modelDisplayLabel` → `getResponseSender`) so the optimistic streaming label
  * and composer placeholder match the persisted `message.sender`.
+ *
+ * Agent conversations are exempt from the label chain: their display name is
+ * the agent's, and surfacing model or spec labels would reveal the underlying
+ * model an agent author may intend to keep private.
  */
 export default function useGetSender() {
   const { data: startupConfig } = useGetStartupConfig();
@@ -15,6 +19,9 @@ export default function useGetSender() {
   return useCallback(
     (endpointOption: TEndpointOption) => {
       const { modelDisplayLabel } = endpointsConfig?.[endpointOption.endpoint ?? ''] ?? {};
+      if (isAgentsEndpoint(endpointOption.endpoint)) {
+        return getResponseSender({ ...endpointOption, modelDisplayLabel });
+      }
       const modelSpec = getModelSpec({ specName: endpointOption.spec, startupConfig });
       const sender = getEphemeralSender({
         modelLabel: endpointOption.modelLabel,