diff --git a/api/core/agent/plugin_entities.py b/api/core/agent/plugin_entities.py
index 3b4828871..a3438fc2c 100644
--- a/api/core/agent/plugin_entities.py
+++ b/api/core/agent/plugin_entities.py
@@ -41,6 +41,7 @@ class AgentStrategyParameter(PluginParameter):
         APP_SELECTOR = CommonParameterType.APP_SELECTOR.value
         MODEL_SELECTOR = CommonParameterType.MODEL_SELECTOR.value
         TOOLS_SELECTOR = CommonParameterType.TOOLS_SELECTOR.value
+        ANY = CommonParameterType.ANY.value
 
         # deprecated, should not use.
         SYSTEM_FILES = CommonParameterType.SYSTEM_FILES.value
diff --git a/api/core/entities/parameter_entities.py b/api/core/entities/parameter_entities.py
index 2fa347c20..fbd62437e 100644
--- a/api/core/entities/parameter_entities.py
+++ b/api/core/entities/parameter_entities.py
@@ -14,6 +14,7 @@ class CommonParameterType(StrEnum):
     APP_SELECTOR = "app-selector"
     MODEL_SELECTOR = "model-selector"
     TOOLS_SELECTOR = "array[tools]"
+    ANY = "any"
 
     # Dynamic select parameter
     # Once you are not sure about the available options until authorization is done
diff --git a/api/core/plugin/entities/parameters.py b/api/core/plugin/entities/parameters.py
index 2be65d67a..47290ee61 100644
--- a/api/core/plugin/entities/parameters.py
+++ b/api/core/plugin/entities/parameters.py
@@ -5,6 +5,7 @@ from pydantic import BaseModel, Field, field_validator
 
 from core.entities.parameter_entities import CommonParameterType
 from core.tools.entities.common_entities import I18nObject
+from core.workflow.nodes.base.entities import NumberType
 
 
 class PluginParameterOption(BaseModel):
@@ -38,6 +39,7 @@ class PluginParameterType(enum.StrEnum):
     APP_SELECTOR = CommonParameterType.APP_SELECTOR.value
     MODEL_SELECTOR = CommonParameterType.MODEL_SELECTOR.value
     TOOLS_SELECTOR = CommonParameterType.TOOLS_SELECTOR.value
+    ANY = CommonParameterType.ANY.value
     DYNAMIC_SELECT = CommonParameterType.DYNAMIC_SELECT.value
 
     # deprecated, should not use.
@@ -151,6 +153,10 @@ def cast_parameter_value(typ: enum.StrEnum, value: Any, /):
                 if value and not isinstance(value, list):
                     raise ValueError("The tools selector must be a list.")
                 return value
+            case PluginParameterType.ANY:
+                if value and not isinstance(value, str | dict | list | NumberType):
+                    raise ValueError("The var selector must be a string, dictionary, list or number.")
+                return value
             case PluginParameterType.ARRAY:
                 if not isinstance(value, list):
                     # Try to parse JSON string for arrays
diff --git a/api/core/tools/entities/tool_entities.py b/api/core/tools/entities/tool_entities.py
index b5148e245..64568a8ed 100644
--- a/api/core/tools/entities/tool_entities.py
+++ b/api/core/tools/entities/tool_entities.py
@@ -16,6 +16,7 @@ from core.plugin.entities.parameters import (
     cast_parameter_value,
     init_frontend_parameter,
 )
+from core.rag.entities.citation_metadata import RetrievalSourceMetadata
 from core.tools.entities.common_entities import I18nObject
 from core.tools.entities.constants import TOOL_SELECTOR_MODEL_IDENTITY
 
@@ -179,6 +180,10 @@ class ToolInvokeMessage(BaseModel):
         data: Mapping[str, Any] = Field(..., description="Detailed log data")
         metadata: Optional[Mapping[str, Any]] = Field(default=None, description="The metadata of the log")
 
+    class RetrieverResourceMessage(BaseModel):
+        retriever_resources: list[RetrievalSourceMetadata] = Field(..., description="retriever resources")
+        context: str = Field(..., description="context")
+
     class MessageType(Enum):
         TEXT = "text"
         IMAGE = "image"
@@ -191,13 +196,22 @@ class ToolInvokeMessage(BaseModel):
         FILE = "file"
         LOG = "log"
         BLOB_CHUNK = "blob_chunk"
+        RETRIEVER_RESOURCES = "retriever_resources"
 
     type: MessageType = MessageType.TEXT
     """
         plain text, image url or link url
     """
     message: (
-        JsonMessage | TextMessage | BlobChunkMessage | BlobMessage | LogMessage | FileMessage | None | VariableMessage
+        JsonMessage
+        | TextMessage
+        | BlobChunkMessage
+        | BlobMessage
+        | LogMessage
+        | FileMessage
+        | None
+        | VariableMessage
+        | RetrieverResourceMessage
     )
     meta: dict[str, Any] | None = None
 
@@ -243,6 +257,7 @@ class ToolParameter(PluginParameter):
         FILES = PluginParameterType.FILES.value
         APP_SELECTOR = PluginParameterType.APP_SELECTOR.value
         MODEL_SELECTOR = PluginParameterType.MODEL_SELECTOR.value
+        ANY = PluginParameterType.ANY.value
         DYNAMIC_SELECT = PluginParameterType.DYNAMIC_SELECT.value
 
         # MCP object and array type parameters
diff --git a/api/core/workflow/nodes/tool/tool_node.py b/api/core/workflow/nodes/tool/tool_node.py
index 48627a229..3853a5d92 100644
--- a/api/core/workflow/nodes/tool/tool_node.py
+++ b/api/core/workflow/nodes/tool/tool_node.py
@@ -22,7 +22,7 @@ from core.workflow.enums import SystemVariableKey
 from core.workflow.graph_engine.entities.event import AgentLogEvent
 from core.workflow.nodes.base import BaseNode
 from core.workflow.nodes.enums import NodeType
-from core.workflow.nodes.event import RunCompletedEvent, RunStreamChunkEvent
+from core.workflow.nodes.event import RunCompletedEvent, RunRetrieverResourceEvent, RunStreamChunkEvent
 from core.workflow.utils.variable_template_parser import VariableTemplateParser
 from extensions.ext_database import db
 from factories import file_factory
@@ -373,6 +373,12 @@ class ToolNode(BaseNode[ToolNodeData]):
                     agent_logs.append(agent_log)
 
                 yield agent_log
+            elif message.type == ToolInvokeMessage.MessageType.RETRIEVER_RESOURCES:
+                assert isinstance(message.message, ToolInvokeMessage.RetrieverResourceMessage)
+                yield RunRetrieverResourceEvent(
+                    retriever_resources=message.message.retriever_resources,
+                    context=message.message.context,
+                )
 
         # Add agent_logs to outputs['json'] to ensure frontend can access thinking process
         json_output: list[dict[str, Any]] = []
diff --git a/web/app/components/base/chat/chat/question.tsx b/web/app/components/base/chat/chat/question.tsx
index 666a869a3..6630d9bb9 100644
--- a/web/app/components/base/chat/chat/question.tsx
+++ b/web/app/components/base/chat/chat/question.tsx
@@ -117,7 +117,7 @@ const Question: FC<QuestionProps> = ({
         </div>
         <div
           ref={contentRef}
-          className='bg-background-gradient-bg-fill-chat-bubble-bg-3 w-full rounded-2xl px-4 py-3 text-sm text-text-primary'
+          className='w-full rounded-2xl bg-background-gradient-bg-fill-chat-bubble-bg-3 px-4 py-3 text-sm text-text-primary'
           style={theme?.chatBubbleColorStyle ? CssTransform(theme.chatBubbleColorStyle) : {}}
         >
           {
diff --git a/web/app/components/header/account-setting/model-provider-page/declarations.ts b/web/app/components/header/account-setting/model-provider-page/declarations.ts
index 2ae0e74cc..1f5ced612 100644
--- a/web/app/components/header/account-setting/model-provider-page/declarations.ts
+++ b/web/app/components/header/account-setting/model-provider-page/declarations.ts
@@ -21,6 +21,7 @@ export enum FormTypeEnum {
   toolSelector = 'tool-selector',
   multiToolSelector = 'array[tools]',
   appSelector = 'app-selector',
+  any = 'any',
   object = 'object',
   array = 'array',
   dynamicSelect = 'dynamic-select',
diff --git a/web/app/components/header/account-setting/model-provider-page/model-modal/Form.tsx b/web/app/components/header/account-setting/model-provider-page/model-modal/Form.tsx
index f1e3595d1..3b3527a9f 100644
--- a/web/app/components/header/account-setting/model-provider-page/model-modal/Form.tsx
+++ b/web/app/components/header/account-setting/model-provider-page/model-modal/Form.tsx
@@ -21,6 +21,7 @@ import ModelParameterModal from '@/app/components/plugins/plugin-detail-panel/mo
 import ToolSelector from '@/app/components/plugins/plugin-detail-panel/tool-selector'
 import MultipleToolSelector from '@/app/components/plugins/plugin-detail-panel/multiple-tool-selector'
 import AppSelector from '@/app/components/plugins/plugin-detail-panel/app-selector'
+import VarReferencePicker from '@/app/components/workflow/nodes/_base/components/variable/var-reference-picker'
 import RadioE from '@/app/components/base/radio/ui'
 import type {
   NodeOutPutVar,
@@ -412,6 +413,38 @@ function Form<
       )
     }
 
+    if (formSchema.type === FormTypeEnum.any) {
+      const {
+        variable, label, required, scope,
+      } = formSchema as (CredentialFormSchemaTextInput | CredentialFormSchemaSecretInput)
+
+      return (
+        <div key={variable} className={cn(itemClassName, 'py-3')}>
+          <div className={cn(fieldLabelClassName, 'system-sm-semibold flex items-center py-2 text-text-secondary')}>
+            {label[language] || label.en_US}
+            {required && (
+              <span className='ml-1 text-red-500'>*</span>
+            )}
+            {tooltipContent}
+          </div>
+          <VarReferencePicker
+            zIndex={1001}
+            readonly={false}
+            isShowNodeName
+            nodeId={nodeId || ''}
+            value={value[variable] || []}
+            onChange={item => handleFormChange(variable, item as any)}
+            filterVar={(varPayload) => {
+              if (!scope) return true
+              return scope.split('&').includes(varPayload.type)
+            }}
+          />
+          {fieldMoreInfo?.(formSchema)}
+          {validating && changeKey === variable && <ValidatingTip />}
+        </div>
+      )
+    }
+
     // @ts-expect-error it work
     if (!Object.values(FormTypeEnum).includes(formSchema.type))
       return customRenderField?.(formSchema as CustomFormSchema, filteredProps)
diff --git a/web/app/components/header/account-setting/model-provider-page/provider-added-card/model-list-item.tsx b/web/app/components/header/account-setting/model-provider-page/provider-added-card/model-list-item.tsx
index 5439da669..8908d9a03 100644
--- a/web/app/components/header/account-setting/model-provider-page/provider-added-card/model-list-item.tsx
+++ b/web/app/components/header/account-setting/model-provider-page/provider-added-card/model-list-item.tsx
@@ -48,7 +48,7 @@ const ModelListItem = ({ model, provider, isConfigurable, onConfig, onModifyLoad
     <div
       key={model.model}
       className={classNames(
-        'group flex items-center pl-2 pr-2.5 h-8 rounded-lg',
+        'group flex h-8 items-center rounded-lg pl-2 pr-2.5',
         isConfigurable && 'hover:bg-components-panel-on-panel-item-bg-hover',
         model.deprecated && 'opacity-60',
       )}
diff --git a/web/app/components/workflow/nodes/agent/use-config.ts b/web/app/components/workflow/nodes/agent/use-config.ts
index 50faf0304..a8b80c034 100644
--- a/web/app/components/workflow/nodes/agent/use-config.ts
+++ b/web/app/components/workflow/nodes/agent/use-config.ts
@@ -13,8 +13,8 @@ import type { Memory, Var } from '../../types'
 import { VarType as VarKindType } from '../../types'
 import useAvailableVarList from '../_base/hooks/use-available-var-list'
 import produce from 'immer'
-import { isSupportMCP } from '@/utils/plugin-version-feature'
 import { FormTypeEnum } from '@/app/components/header/account-setting/model-provider-page/declarations'
+import { isSupportMCP } from '@/utils/plugin-version-feature'
 import { generateAgentToolValue, toolParametersToFormSchemas } from '@/app/components/tools/utils/to-form-schema'
 
 export type StrategyStatus = {
@@ -95,11 +95,20 @@ const useConfig = (id: string, payload: AgentNodeType) => {
     )
     return res
   }, [inputs.agent_parameters, currentStrategy?.parameters])
+
+  const getParamVarType = useCallback((paramName: string) => {
+    const isVariable = currentStrategy?.parameters.some(
+      param => param.name === paramName && param.type === FormTypeEnum.any,
+    )
+    if (isVariable) return VarType.variable
+    return VarType.constant
+  }, [currentStrategy?.parameters])
+
   const onFormChange = (value: Record<string, any>) => {
     const res: ToolVarInputs = {}
     Object.entries(value).forEach(([key, val]) => {
       res[key] = {
-        type: VarType.constant,
+        type: getParamVarType(key),
         value: val,
       }
     })