diff --git a/packages/server/src/notify_bridge_server/commands/handler.py b/packages/server/src/notify_bridge_server/commands/handler.py
index 6db91f7..313509e 100644
--- a/packages/server/src/notify_bridge_server/commands/handler.py
+++ b/packages/server/src/notify_bridge_server/commands/handler.py
@@ -348,12 +348,23 @@ async def send_reply(
     bot_token: str, chat_id: str, text: str, reply_to_message_id: int | None = None,
     session: aiohttp.ClientSession | None = None,
 ) -> None:
-    """Send a text reply via TelegramClient."""
+    """Send a text reply via TelegramClient.
+
+    Command responses are listings (albums, people, events, ...) that embed
+    multiple links; Telegram's default behavior of rendering a preview of
+    the first URL is almost never what the user wants and clashes with the
+    "Disable link previews" toggle operators set on their Telegram target.
+    We always pass ``disable_web_page_preview=True`` here.
+    """
     if session is None:
         from ..services.http_session import get_http_session
         session = await get_http_session()
     client = TelegramClient(session, bot_token)
-    result = await client.send_message(chat_id, text, reply_to_message_id=reply_to_message_id)
+    result = await client.send_message(
+        chat_id, text,
+        reply_to_message_id=reply_to_message_id,
+        disable_web_page_preview=True,
+    )
     if not result.get("success"):
         _LOGGER.warning("Telegram reply failed: %s", result.get("error"))
 
diff --git a/packages/server/src/notify_bridge_server/commands/immich/albums.py b/packages/server/src/notify_bridge_server/commands/immich/albums.py
index 11afc63..91b0f19 100644
--- a/packages/server/src/notify_bridge_server/commands/immich/albums.py
+++ b/packages/server/src/notify_bridge_server/commands/immich/albums.py
@@ -6,7 +6,7 @@ import asyncio
 import logging
 from typing import Any
 
-from ...database.models import ServiceProvider
+from ...database.models import CommandTrackerListener, ServiceProvider
 from ...services import make_immich_provider
 from ...services.http_session import get_http_session
 from ..command_utils import get_trackers_for_provider
@@ -17,7 +17,10 @@ _LOGGER = logging.getLogger(__name__)
 
 
 async def _cmd_albums(
-    provider: ServiceProvider, locale: str,
+    provider: ServiceProvider,
+    locale: str,
+    *,
+    listener: CommandTrackerListener | None = None,
 ) -> dict[str, Any]:
     trackers = await get_trackers_for_provider(provider.id)
     if not trackers:
@@ -31,6 +34,14 @@ async def _cmd_albums(
             if aid not in seen:
                 seen.add(aid)
                 album_ids.append(aid)
+
+    # Per-chat album scope — match what _cmd_immich does for media commands.
+    # Without this, /albums leaks the full list of tracked albums into chats
+    # that were explicitly scoped to a subset.
+    if listener is not None and listener.allowed_album_ids is not None:
+        allowed = set(listener.allowed_album_ids)
+        album_ids = [aid for aid in album_ids if aid in allowed]
+
     if not album_ids:
         return {"albums": []}
 
diff --git a/packages/server/src/notify_bridge_server/commands/immich/handler.py b/packages/server/src/notify_bridge_server/commands/immich/handler.py
index f54ff59..f438508 100644
--- a/packages/server/src/notify_bridge_server/commands/immich/handler.py
+++ b/packages/server/src/notify_bridge_server/commands/immich/handler.py
@@ -86,7 +86,7 @@ class ImmichCommandHandler(ProviderCommandHandler):
             ctx = await _cmd_status(provider, locale)
             return CommandResponse(text=_render_cmd_template(cmd_templates, "status", locale, ctx))
         if cmd == "albums":
-            ctx = await _cmd_albums(provider, locale)
+            ctx = await _cmd_albums(provider, locale, listener=listener)
             return CommandResponse(text=_render_cmd_template(cmd_templates, "albums", locale, ctx))
         if cmd == "events":
             ctx = await _cmd_events(provider, count, locale)