fix(mcp): JSON-serialize order_by_cols and support sort direction

superset/mcp_service/chart/chart_utils.py

@@ -37,6 +37,7 @@
     MixedTimeseriesChartConfig,
     PieChartConfig,
     PivotTableChartConfig,
+    SortByConfig,
     TableChartConfig,
     XYChartConfig,
 )
@@ -466,7 +467,14 @@ def map_table_config(config: TableChartConfig) -> Dict[str, Any]:
     _add_adhoc_filters(form_data, config.filters)
 
     if config.sort_by:
-        form_data["order_by_cols"] = config.sort_by
+        form_data["order_by_cols"] = [
+            json.dumps(
+                [entry.column, entry.ascending]
+                if isinstance(entry, SortByConfig)
+                else [entry, False]
+            )
+            for entry in config.sort_by
+        ]
 
     form_data["row_limit"] = config.row_limit
 

superset/mcp_service/chart/schemas.py

@@ -803,6 +803,30 @@ def validate_value_type_matches_operator(self) -> FilterConfig:
         return self
 
 
+class SortByConfig(BaseModel):
+    """Sort specification with explicit direction.
+
+    Accepts either this object or a bare column-name string in `sort_by`
+    lists. Bare strings default to descending, which matches the
+    sort-by-metric "top N" pattern most commonly used for tables.
+    """
+
+    model_config = ConfigDict(populate_by_name=True)
+
+    column: str = Field(
+        ...,
+        min_length=1,
+        max_length=255,
+        validation_alias=AliasChoices("column", "col"),
+        description="Column to sort by",
+    )
+    ascending: bool = Field(
+        False,
+        description="Sort ascending. Defaults to False (descending) to match "
+        "the typical sort-by-metric top-N use case.",
+    )
+
+
 # Actual chart types
 class PieChartConfig(UnknownFieldCheckMixin):
     model_config = ConfigDict(extra="ignore", populate_by_name=True)
@@ -1189,8 +1213,12 @@ class TableChartConfig(UnknownFieldCheckMixin):
         description="Structured filters (column/op/value). "
         "Do NOT use adhoc_filters or raw SQL expressions.",
     )
-    sort_by: List[str] | None = Field(
+    sort_by: List[str | SortByConfig] | None = Field(
         None,
+        description="Columns to sort by. Each entry is either a column-name "
+        "string (defaults to descending) or a SortByConfig object with "
+        "explicit `ascending`. Descending matches the sort-by-metric "
+        "top-N pattern most common for tables.",
         validation_alias=AliasChoices("sort_by", "order_by_cols", "order_by"),
     )
     row_limit: int = Field(1000, description="Max rows returned", ge=1, le=50000)

tests/unit_tests/mcp_service/chart/test_chart_utils.py

@@ -43,6 +43,7 @@
     ColumnRef,
     FilterConfig,
     LegendConfig,
+    SortByConfig,
     TableChartConfig,
     XYChartConfig,
 )
@@ -273,15 +274,34 @@ def test_map_table_config_with_mixed_filters(self) -> None:
         assert result["adhoc_filters"][2]["comparator"] == ["Sports", "Racing"]
 
     def test_map_table_config_with_sort(self) -> None:
-        """Test table config mapping with sort"""
+        """Bare strings default to descending."""
         config = TableChartConfig(
             chart_type="table",
             columns=[ColumnRef(name="product")],
             sort_by=["product", "revenue"],
         )
 
         result = map_table_config(config)
-        assert result["order_by_cols"] == ["product", "revenue"]
+        assert result["order_by_cols"] == ['["product", false]', '["revenue", false]']
+
+    def test_map_table_config_with_sort_direction(self) -> None:
+        """SortByConfig entries honor the explicit ascending flag."""
+        config = TableChartConfig(
+            chart_type="table",
+            columns=[ColumnRef(name="product")],
+            sort_by=[
+                SortByConfig(column="product", ascending=True),
+                SortByConfig(column="revenue", ascending=False),
+                "category",
+            ],
+        )
+
+        result = map_table_config(config)
+        assert result["order_by_cols"] == [
+            '["product", true]',
+            '["revenue", false]',
+            '["category", false]',
+        ]
 
     def test_map_table_config_ag_grid_table(self) -> None:
         """Test table config mapping with AG Grid Interactive Table viz_type"""