aminghadersohi commented on code in PR #40959:
URL: https://github.com/apache/superset/pull/40959#discussion_r3413990887


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superset/mcp_service/dashboard/tool/duplicate_dashboard.py:
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@@ -0,0 +1,277 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+
+"""
+MCP tool: duplicate_dashboard
+
+Duplicates an existing dashboard, optionally deep-copying its charts.
+Canonical workflow: clone a template dashboard, then edit the copy
+(e.g. to create a regional or staging variant).
+"""
+
+import logging
+from typing import Any
+
+from fastmcp import Context
+from sqlalchemy.exc import SQLAlchemyError
+from superset_core.mcp.decorators import tool, ToolAnnotations
+
+from superset.extensions import event_logger
+from superset.mcp_service.dashboard.schemas import (
+    DashboardInfo,
+    DuplicateDashboardRequest,
+    DuplicateDashboardResponse,
+    serialize_chart_summary,
+)
+from superset.mcp_service.privacy import user_can_view_data_model_metadata
+from superset.mcp_service.utils.url_utils import get_superset_base_url
+from superset.utils import json
+
+logger = logging.getLogger(__name__)
+
+
+def _build_copy_payload(
+    source: Any, dashboard_title: str, duplicate_slices: bool
+) -> dict[str, Any]:
+    """Build the data payload expected by ``CopyDashboardCommand``.
+
+    Mirrors what the frontend "Save as" flow sends to the
+    ``/api/v1/dashboard/<id>/copy/`` endpoint: the source dashboard's
+    current ``json_metadata`` with a ``positions`` key holding the current
+    layout (``position_json``). ``DashboardCopySchema`` requires
+    ``json_metadata``, and ``DashboardDAO.copy_dashboard`` reads
+    ``positions`` from it to remap chart IDs when ``duplicate_slices``
+    is enabled.
+    """
+    try:
+        metadata = json.loads(source.json_metadata or "{}")
+    except (json.JSONDecodeError, TypeError):
+        metadata = {}
+    if not isinstance(metadata, dict):
+        metadata = {}
+
+    try:
+        positions = json.loads(source.position_json or "{}")
+    except (json.JSONDecodeError, TypeError):
+        positions = {}
+    if not isinstance(positions, dict):
+        positions = {}
+
+    metadata["positions"] = positions
+
+    return {
+        "dashboard_title": dashboard_title,
+        "css": source.css,
+        "duplicate_slices": duplicate_slices,
+        "json_metadata": json.dumps(metadata),
+    }
+
+
+def _serialize_new_dashboard(dashboard: Any) -> tuple[DashboardInfo, str]:
+    """Build the response ``DashboardInfo`` and URL for the new dashboard."""
+    from superset.mcp_service.dashboard.schemas import serialize_tag_object
+
+    dashboard_url = 
f"{get_superset_base_url()}/superset/dashboard/{dashboard.id}/"
+    include_data_model_metadata = user_can_view_data_model_metadata()
+    info = DashboardInfo(
+        id=dashboard.id,
+        dashboard_title=dashboard.dashboard_title,
+        slug=dashboard.slug,
+        description=dashboard.description,
+        published=dashboard.published,
+        created_on=dashboard.created_on,
+        changed_on=dashboard.changed_on,
+        uuid=str(dashboard.uuid) if dashboard.uuid else None,
+        url=dashboard_url,
+        chart_count=len(dashboard.slices),
+        tags=[
+            obj
+            for tag in getattr(dashboard, "tags", [])
+            if (obj := serialize_tag_object(tag)) is not None
+        ],
+        charts=[
+            obj
+            for chart in getattr(dashboard, "slices", [])
+            if (
+                obj := serialize_chart_summary(
+                    chart,
+                    include_data_model_metadata=include_data_model_metadata,
+                )
+            )
+            is not None
+        ],
+    )

Review Comment:
   Fixed in 5e9923e7b3. The response now routes the new dashboard's 
`DashboardInfo` through `_sanitize_dashboard_info_for_llm_context` (same path 
as `dashboard_serializer`/`serialize_dashboard_object`), so 
title/description/chart/tag text is wrapped as untrusted before reaching LLM 
context. Added a test asserting the response title comes back 
LLM-context-wrapped.



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