diff --git a/ui/src/workflow-canvas/icons/llm-node-icon.vue b/ui/src/workflow-canvas/icons/llm-node-icon.vue
index e9a8e623fed..82ebf05b9c6 100644
--- a/ui/src/workflow-canvas/icons/llm-node-icon.vue
+++ b/ui/src/workflow-canvas/icons/llm-node-icon.vue
@@ -1,6 +1,6 @@
 <template>
   <el-avatar class="bg-purple!" shape="square">
-    <img src="@/assets/workflow/icon_llm.svg" style="width: 74%" alt=""/>
+    <img src="@/assets/workflow/icon_llm.svg" style="width: 66%" alt="" />
   </el-avatar>
 </template>
 <script setup lang="ts"></script>
diff --git a/ui/src/workflow-canvas/nodes/llm-node/component/ToolFunctionDrawer.vue b/ui/src/workflow-canvas/nodes/llm-node/component/ToolFunctionDrawer.vue
index cd66c6bd431..952fdd3eadc 100644
--- a/ui/src/workflow-canvas/nodes/llm-node/component/ToolFunctionDrawer.vue
+++ b/ui/src/workflow-canvas/nodes/llm-node/component/ToolFunctionDrawer.vue
@@ -167,7 +167,7 @@ defineExpose({ open, close })
 </script>
 
 <template>
-  <MkDrawer v-model="visible" :title="currentIndex !== undefined ? '编辑工具' : '添加工具'" size="600" @closed="resetData">
+  <MkDrawer v-model="visible" :title="currentIndex !== undefined ? '编辑工具' : '添加工具'" @closed="resetData">
     <el-form ref="formRef" :model="functionForm" label-position="top" require-asterisk-position="right" @submit.prevent @paste.stop>
       <el-form-item label="JSON 解析" :error="parseError">
         <el-input v-model="parseJson" type="textarea" :rows="8" placeholder="请输入 JSON 格式文本进行解析" />
@@ -194,7 +194,7 @@ defineExpose({ open, close })
           <MkIcon name="icon_add_outlined" />
         </el-button>
       </div>
-      <MkTable class="border" :data="functionForm.parameters" size="small" row-key="name" :max-height="undefined" empty-text="暂无参数">
+      <MkTable :data="functionForm.parameters" size="small" row-key="name" :max-height="undefined" empty-text="暂无参数">
         <el-table-column label="参数">
           <template #default="{ row }">
             <span class="block truncate" :title="row.name">{{ row.name }}</span>
diff --git a/ui/src/workflow-canvas/nodes/llm-node/component/ToolsSetting.vue b/ui/src/workflow-canvas/nodes/llm-node/component/ToolsSetting.vue
index 9003c6caef2..7c59b53c115 100644
--- a/ui/src/workflow-canvas/nodes/llm-node/component/ToolsSetting.vue
+++ b/ui/src/workflow-canvas/nodes/llm-node/component/ToolsSetting.vue
@@ -98,7 +98,7 @@ onBeforeUnmount(() => anchorGuard.reset())
         </el-button>
         <!-- 工具声明更多操作 -->
         <MkDropdown
-          class="ml-2"
+          class="ml-1"
           :teleported="false"
           trigger="click"
           placement="bottom-end"
@@ -175,7 +175,7 @@ onBeforeUnmount(() => anchorGuard.reset())
 
   <ToolFunctionDrawer ref="toolDrawerRef" :existing-names="existingNames" @submit="handleToolSubmit" />
 
-  <MkDialog v-model="importVisible" title="批量导入工具" @closed="resetImport">
+  <MkDialog v-model="importVisible" title="导入工具" @closed="resetImport">
     <el-input
       v-model="importJson"
       type="textarea"
diff --git a/ui/src/workflow-canvas/nodes/llm-node/index.vue b/ui/src/workflow-canvas/nodes/llm-node/index.vue
index ab5442b1e35..a80bf708bcb 100644
--- a/ui/src/workflow-canvas/nodes/llm-node/index.vue
+++ b/ui/src/workflow-canvas/nodes/llm-node/index.vue
@@ -154,8 +154,9 @@ onMounted(() => {
         >
           <template #label>
             <div class="flex-between">
-              <span class="flex-align-center gap-1" :class="{ 'mk-required': formData.enable_context }">
-                上下文
+              <span class="flex-align-center gap-1">
+                <span :class="{ 'mk-required': formData.enable_context }">上下文</span>
+
                 <MkTooltip
                   content="开启后引用变量中的消息列表作为上下文，支持 SYSTEM、USER、ASSISTANT、TOOL 内容项或 OpenAI 消息格式"
                   placement="right"