diff --git a/superset/mcp_service/middleware.py b/superset/mcp_service/middleware.py
index a90c8448321..ba9ad417a73 100644
--- a/superset/mcp_service/middleware.py
+++ b/superset/mcp_service/middleware.py
@@ -16,8 +16,8 @@
 # under the License.
 
 import logging
+import secrets
 import time
-import uuid
 from collections import defaultdict
 from typing import Any, Awaitable, Callable, Dict, Protocol, Sequence
 
@@ -240,7 +240,7 @@ class LoggingMiddleware(Middleware):
         )
         tool_name = getattr(context.message, "name", None)
 
-        mcp_call_id = uuid.uuid4().hex[:12]
+        mcp_call_id = secrets.token_hex(16)
         context.mcp_call_id = mcp_call_id
         start_time = time.time()
         success = False
diff --git a/tests/unit_tests/mcp_service/test_middleware_logging.py b/tests/unit_tests/mcp_service/test_middleware_logging.py
index ca68689557b..19487810bbf 100644
--- a/tests/unit_tests/mcp_service/test_middleware_logging.py
+++ b/tests/unit_tests/mcp_service/test_middleware_logging.py
@@ -24,10 +24,14 @@ Tests verify that:
 - _extract_context_info() extracts entity IDs from params
 """
 
+from functools import partial
 from typing import Any
 from unittest.mock import AsyncMock, MagicMock, patch
 
 import pytest
+from fastmcp.exceptions import ToolError
+from fastmcp.tools.tool import ToolResult
+from mcp import types as mt
 
 from superset.mcp_service.middleware import LoggingMiddleware
 
@@ -115,8 +119,6 @@ class TestLoggingMiddlewareOnCallTool:
         sits between GlobalErrorHandler and StructuredContentStripper, it
         catches the ToolError directly.
         """
-        from fastmcp.exceptions import ToolError
-
         middleware = LoggingMiddleware()
         ctx = _make_context(name="get_chart_info")
         call_next = AsyncMock(side_effect=ToolError("Chart 999999 not found"))
@@ -146,7 +148,7 @@ class TestLoggingMiddlewareOnCallTool:
         call_kwargs = mock_event_logger.log.call_args[1]
         mcp_call_id = call_kwargs["curated_payload"]["mcp_call_id"]
         assert isinstance(mcp_call_id, str)
-        assert len(mcp_call_id) == 12
+        assert len(mcp_call_id) == 32
 
     @patch("superset.mcp_service.middleware.event_logger")
     @patch("superset.mcp_service.middleware.get_user_id", return_value=42)
@@ -155,9 +157,6 @@ class TestLoggingMiddlewareOnCallTool:
         self, mock_get_user_id, mock_event_logger
     ):
         """on_call_tool injects mcp_call_id into ToolResult.meta."""
-        from fastmcp.tools.tool import ToolResult
-        from mcp import types as mt
-
         middleware = LoggingMiddleware()
         ctx = _make_context(name="list_charts")
         original_result = ToolResult(content=[mt.TextContent(type="text", text="ok")])
@@ -167,7 +166,7 @@ class TestLoggingMiddlewareOnCallTool:
 
         assert isinstance(result, ToolResult)
         assert "mcp_call_id" in result.meta
-        assert len(result.meta["mcp_call_id"]) == 12
+        assert len(result.meta["mcp_call_id"]) == 32
 
     @patch("superset.mcp_service.middleware.event_logger")
     @patch("superset.mcp_service.middleware.get_user_id", return_value=42)
@@ -176,9 +175,6 @@ class TestLoggingMiddlewareOnCallTool:
         self, mock_get_user_id, mock_event_logger
     ):
         """on_call_tool merges mcp_call_id with existing ToolResult.meta."""
-        from fastmcp.tools.tool import ToolResult
-        from mcp import types as mt
-
         middleware = LoggingMiddleware()
         ctx = _make_context(name="list_charts")
         original_result = ToolResult(
@@ -303,9 +299,6 @@ class TestIsErrorResponse:
     def test_detects_error_schema_response(self):
         """Detects ToolResult containing a serialized error schema
         (ChartError, DashboardError, etc.) via "error_type" field."""
-        from fastmcp.tools.tool import ToolResult
-        from mcp import types as mt
-
         middleware = LoggingMiddleware()
         error_json = (
             '{"error": "Chart 999 not found",'
@@ -317,9 +310,6 @@ class TestIsErrorResponse:
 
     def test_success_response_not_detected_as_error(self):
         """Normal ToolResult is not detected as error."""
-        from fastmcp.tools.tool import ToolResult
-        from mcp import types as mt
-
         middleware = LoggingMiddleware()
         result = ToolResult(
             content=[mt.TextContent(type="text", text="Successfully retrieved data")]
@@ -328,8 +318,6 @@ class TestIsErrorResponse:
 
     def test_empty_content_not_detected_as_error(self):
         """ToolResult with empty content is not detected as error."""
-        from fastmcp.tools.tool import ToolResult
-
         middleware = LoggingMiddleware()
         assert middleware._is_error_response(ToolResult(content=[])) is False
 
@@ -341,9 +329,6 @@ class TestIsErrorResponse:
     ):
         """on_call_tool logs success=False when tool returns an
         error schema (e.g. ChartError)."""
-        from fastmcp.tools.tool import ToolResult
-        from mcp import types as mt
-
         middleware = LoggingMiddleware()
         ctx = _make_context(name="get_chart_info")
 
@@ -384,10 +369,6 @@ class TestMiddlewareChainOrder:
     ):
         """Tool exception is logged as success=False through the
         real middleware chain from build_middleware_list()."""
-        from functools import partial
-
-        from fastmcp.tools.tool import ToolResult
-
         from superset.mcp_service.server import build_middleware_list
 
         middleware_list = build_middleware_list()
@@ -435,10 +416,6 @@ class TestMiddlewareChainOrder:
     ):
         """When a tool raises, the error ToolResult from
         StructuredContentStripper still carries mcp_call_id in meta."""
-        from functools import partial
-
-        from fastmcp.tools.tool import ToolResult
-
         from superset.mcp_service.server import build_middleware_list
 
         middleware_list = build_middleware_list()
@@ -457,4 +434,4 @@ class TestMiddlewareChainOrder:
         assert result.content[0].text.startswith("Error:")
         assert result.meta is not None
         assert "mcp_call_id" in result.meta
-        assert len(result.meta["mcp_call_id"]) == 12
+        assert len(result.meta["mcp_call_id"]) == 32