diff --git a/api/core/workflow/nodes/agent/entities.py b/api/core/workflow/nodes/agent/entities.py
index 51452c29a3f..16e026939df 100644
--- a/api/core/workflow/nodes/agent/entities.py
+++ b/api/core/workflow/nodes/agent/entities.py
@@ -1,7 +1,7 @@
 from enum import IntEnum, StrEnum, auto
 from typing import Any, Literal, Union
 
-from pydantic import BaseModel
+from pydantic import BaseModel, Field
 
 from core.prompt.entities.advanced_prompt_entities import MemoryConfig
 from core.tools.entities.tool_entities import ToolSelector
@@ -11,9 +11,9 @@ from graphon.enums import BuiltinNodeTypes, NodeType
 
 class AgentNodeData(BaseNodeData):
     type: NodeType = BuiltinNodeTypes.AGENT
-    agent_strategy_provider_name: str
-    agent_strategy_name: str
-    agent_strategy_label: str
+    agent_strategy_provider_name: str = ""
+    agent_strategy_name: str = ""
+    agent_strategy_label: str = ""
     memory: MemoryConfig | None = None
     # The version of the tool parameter.
     # If this value is None, it indicates this is a previous version
@@ -24,7 +24,7 @@ class AgentNodeData(BaseNodeData):
         value: Union[list[str], list[ToolSelector], Any]
         type: Literal["mixed", "variable", "constant"]
 
-    agent_parameters: dict[str, AgentInput]
+    agent_parameters: dict[str, AgentInput] = Field(default_factory=dict)
 
 
 class ParamsAutoGenerated(IntEnum):
diff --git a/api/tests/unit_tests/core/workflow/nodes/agent/test_agent_entities.py b/api/tests/unit_tests/core/workflow/nodes/agent/test_agent_entities.py
new file mode 100644
index 00000000000..023fccbefd3
--- /dev/null
+++ b/api/tests/unit_tests/core/workflow/nodes/agent/test_agent_entities.py
@@ -0,0 +1,58 @@
+from core.app.entities.app_invoke_entities import InvokeFrom, UserFrom, build_dify_run_context
+from core.workflow.node_factory import DifyNodeFactory
+from core.workflow.nodes.agent.entities import AgentNodeData
+from graphon.entities import GraphInitParams
+from graphon.graph import Graph
+from graphon.graph_engine import GraphEngine, GraphEngineConfig
+from graphon.graph_engine.command_channels import InMemoryChannel
+from graphon.graph_events import GraphNodeEventBase, GraphRunSucceededEvent
+from graphon.runtime import GraphRuntimeState, VariablePool
+
+
+def test_agent_node_data_unconfigured_defaults() -> None:
+    data = AgentNodeData.model_validate({"title": "Agent"})
+
+    assert data.agent_strategy_provider_name == ""
+    assert data.agent_strategy_name == ""
+    assert data.agent_strategy_label == ""
+    assert not data.agent_parameters
+
+
+def test_unconfigured_disconnected_agent_does_not_block_workflow() -> None:
+    graph_config: dict[str, object] = {
+        "nodes": [
+            {"id": "start", "data": {"type": "start", "title": "Start", "variables": []}},
+            {"id": "agent", "data": {"type": "agent", "title": "Agent", "tool_node_version": "2"}},
+        ],
+        "edges": [],
+    }
+    graph_runtime_state = GraphRuntimeState(variable_pool=VariablePool(), start_at=0)
+    graph_init_params = GraphInitParams(
+        workflow_id="workflow",
+        graph_config=graph_config,
+        run_context=build_dify_run_context(
+            tenant_id="tenant",
+            app_id="app",
+            user_id="user",
+            user_from=UserFrom.ACCOUNT,
+            invoke_from=InvokeFrom.DEBUGGER,
+        ),
+        call_depth=0,
+    )
+    graph = Graph.init(
+        graph_config=graph_config,
+        node_factory=DifyNodeFactory(graph_init_params, graph_runtime_state),
+        root_node_id="start",
+    )
+    engine = GraphEngine(
+        workflow_id="workflow",
+        graph=graph,
+        graph_runtime_state=graph_runtime_state,
+        command_channel=InMemoryChannel(),
+        config=GraphEngineConfig(min_workers=1, max_workers=1),
+    )
+
+    events = list(engine.run())
+
+    assert isinstance(events[-1], GraphRunSucceededEvent)
+    assert not any(isinstance(event, GraphNodeEventBase) and event.node_id == "agent" for event in events)