fix(mcp-service): ensure Flask app context in auth hook and resolve Pydantic warnings (#36013)

superset/mcp_service/auth.py

@@ -46,23 +46,34 @@ def get_user_from_request() -> User:
     """
     Get the current user for the MCP tool request.
 
-    TODO (future PR): Add JWT token extraction and validation.
-    TODO (future PR): Add user impersonation support.
-    TODO (future PR): Add fallback user configuration.
+    Priority order:
+    1. g.user if already set (by Preset workspace middleware)
+    2. MCP_DEV_USERNAME from configuration (for development/testing)
 
-    For now, this returns the admin user for development.
+    Returns:
+        User object with roles and groups eagerly loaded
+
+    Raises:
+        ValueError: If user cannot be authenticated or found
     """
     from flask import current_app
     from sqlalchemy.orm import joinedload
 
     from superset.extensions import db
 
-    # TODO: Extract from JWT token once authentication is implemented
-    # For now, use MCP_DEV_USERNAME from configuration
+    # First check if user is already set by Preset workspace middleware
+    if hasattr(g, "user") and g.user:
+        return g.user
+
+    # Fall back to configured username for development/single-user deployments
     username = current_app.config.get("MCP_DEV_USERNAME")
 
     if not username:
-        raise ValueError("Username not configured")
+        raise ValueError(
+            "No authenticated user found. "
+            "Either pass a valid JWT bearer token or configure "
+            "MCP_DEV_USERNAME for development."
+        )
 
     # Query user directly with eager loading to ensure fresh session-bound object
     # Do NOT use security_manager.find_user() as it may return cached/detached user
@@ -115,65 +126,109 @@ def has_dataset_access(dataset: "SqlaTable") -> bool:
         return False  # Deny access on error
 
 
+def _setup_user_context() -> User:
+    """
+    Set up user context for MCP tool execution.
+
+    Returns:
+        User object with roles and groups loaded
+    """
+    user = get_user_from_request()
+
+    # Validate user has necessary relationships loaded
+    # (Force access to ensure they're loaded if lazy)
+    user_roles = user.roles  # noqa: F841
+    if hasattr(user, "groups"):
+        user_groups = user.groups  # noqa: F841
+
+    g.user = user
+    return user
+
+
+def _cleanup_session_on_error() -> None:
+    """Clean up database session after an exception."""
+    from superset.extensions import db
+
+    # pylint: disable=consider-using-transaction
+    try:
+        db.session.rollback()
+        db.session.remove()
+    except Exception as e:
+        logger.warning("Error cleaning up session after exception: %s", e)
+
+
+def _cleanup_session_finally() -> None:
+    """Clean up database session in finally block."""
+    from superset.extensions import db
+
+    # Rollback active session (no exception occurred)
+    # Do NOT call remove() on success to avoid detaching user
+    try:
+        if db.session.is_active:
+            # pylint: disable=consider-using-transaction
+            db.session.rollback()
+    except Exception as e:
+        logger.warning("Error in finally block: %s", e)
+
+
 def mcp_auth_hook(tool_func: F) -> F:
     """
     Authentication and authorization decorator for MCP tools.
 
-    This is a minimal implementation that:
-    1. Gets the current user
-    2. Sets g.user for Flask context
+    This decorator assumes Flask application context and g.user
+    have already been set by WorkspaceContextMiddleware.
+
+    Supports both sync and async tool functions.
 
     TODO (future PR): Add permission checking
     TODO (future PR): Add JWT scope validation
     TODO (future PR): Add comprehensive audit logging
-    TODO (future PR): Add rate limiting integration
     """
     import functools
+    import inspect
 
-    @functools.wraps(tool_func)
-    def wrapper(*args: Any, **kwargs: Any) -> Any:
-        from superset.extensions import db
+    is_async = inspect.iscoroutinefunction(tool_func)
 
-        # Get user and set Flask context OUTSIDE try block
-        user = get_user_from_request()
+    if is_async:
 
-        # Force load relationships NOW while session is definitely active
-        _ = user.roles
-        if hasattr(user, "groups"):
-            _ = user.groups
+        @functools.wraps(tool_func)
+        async def async_wrapper(*args: Any, **kwargs: Any) -> Any:
+            user = _setup_user_context()
 
-        g.user = user
-
-        try:
-            # TODO: Add permission checks here in future PR
-            # TODO: Add audit logging here in future PR
-
-            logger.debug(
-                "MCP tool call: user=%s, tool=%s", user.username, tool_func.__name__
-            )
-
-            result = tool_func(*args, **kwargs)
-
-            return result
-
-        except Exception:
-            # On error, rollback and cleanup session
-            # pylint: disable=consider-using-transaction
             try:
-                db.session.rollback()
-                db.session.remove()
-            except Exception as e:
-                logger.warning("Error cleaning up session after exception: %s", e)
-            raise
+                logger.debug(
+                    "MCP tool call: user=%s, tool=%s",
+                    user.username,
+                    tool_func.__name__,
+                )
+                result = await tool_func(*args, **kwargs)
+                return result
+            except Exception:
+                _cleanup_session_on_error()
+                raise
+            finally:
+                _cleanup_session_finally()
+
+        return async_wrapper  # type: ignore[return-value]
+
+    else:
+
+        @functools.wraps(tool_func)
+        def sync_wrapper(*args: Any, **kwargs: Any) -> Any:
+            user = _setup_user_context()
 
-        finally:
-            # Only rollback if session is still active (no exception occurred)
-            # Do NOT call remove() on success to avoid detaching user
             try:
-                if db.session.is_active:
-                    # pylint: disable=consider-using-transaction
-                    db.session.rollback()
-            except Exception as e:
-                logger.warning("Error in finally block: %s", e)
+                logger.debug(
+                    "MCP tool call: user=%s, tool=%s",
+                    user.username,
+                    tool_func.__name__,
+                )
+                result = tool_func(*args, **kwargs)
+                return result
+            except Exception:
+                _cleanup_session_on_error()
+                raise
+            finally:
+                _cleanup_session_finally()
 
-    return wrapper  # type: ignore[return-value]
+        return sync_wrapper  # type: ignore[return-value]

superset/mcp_service/common/error_schemas.py

@@ -48,9 +48,16 @@ class ValidationError(BaseModel):
 class DatasetContext(BaseModel):
     """Dataset information for error context"""
 
+    model_config = {"populate_by_name": True}
+
     id: int = Field(..., description="Dataset ID")
     table_name: str = Field(..., description="Table name")
-    schema: str | None = Field(None, description="Schema name")
+    schema_name: str | None = Field(
+        None,
+        alias="schema",
+        serialization_alias="schema",
+        description="Schema name",
+    )
     database_name: str = Field(..., description="Database name")
     available_columns: List[Dict[str, Any]] = Field(
         default_factory=list, description="Available columns with metadata"

superset/mcp_service/server.py

@@ -82,9 +82,26 @@ def run_server(
         factory_config = get_mcp_factory_config()
         mcp_instance = create_mcp_app(**factory_config)
     else:
-        # Use default initialization
+        # Use default initialization with auth from Flask config
         logging.info("Creating MCP app with default configuration...")
-        mcp_instance = init_fastmcp_server()
+        from superset.mcp_service.flask_singleton import get_flask_app
+
+        flask_app = get_flask_app()
+
+        # Get auth factory from config and create auth provider
+        auth_provider = None
+        auth_factory = flask_app.config.get("MCP_AUTH_FACTORY")
+        if auth_factory:
+            try:
+                auth_provider = auth_factory(flask_app)
+                logging.info(
+                    "Auth provider created: %s",
+                    type(auth_provider).__name__ if auth_provider else "None",
+                )
+            except Exception as e:
+                logging.error("Failed to create auth provider: %s", e)
+
+        mcp_instance = init_fastmcp_server(auth=auth_provider)
 
     env_key = f"FASTMCP_RUNNING_{port}"
     if not os.environ.get(env_key):

superset/mcp_service/system/tool/health_check.py

@@ -21,6 +21,7 @@ import datetime
 import logging
 import platform
 
+from fastmcp import Context
 from flask import current_app
 
 from superset.mcp_service.app import mcp
@@ -33,7 +34,7 @@ logger = logging.getLogger(__name__)
 
 @mcp.tool
 @mcp_auth_hook
-async def health_check() -> HealthCheckResponse:
+async def health_check(ctx: Context) -> HealthCheckResponse:
     """
     Simple health check tool for testing the MCP service.