diff --git a/frontend/src/components/ai/AIMCPToolSchemaSummary.test.tsx b/frontend/src/components/ai/AIMCPToolSchemaSummary.test.tsx
new file mode 100644
index 0000000..dea5d70
--- /dev/null
+++ b/frontend/src/components/ai/AIMCPToolSchemaSummary.test.tsx
@@ -0,0 +1,55 @@
+import { describe, expect, it } from 'vitest';
+
+import type { AIMCPToolDescriptor } from '../../types';
+import { buildMCPToolMinimalArgumentsExample } from './AIMCPToolSchemaSummary';
+
+const buildTool = (inputSchema: AIMCPToolDescriptor['inputSchema']): AIMCPToolDescriptor => ({
+  alias: 'execute_sql',
+  serverId: 'gonavi',
+  serverName: 'GoNavi',
+  originalName: 'execute_sql',
+  inputSchema,
+});
+
+describe('AIMCPToolSchemaSummary', () => {
+  it('builds a minimal arguments example from required schema fields', () => {
+    const example = buildMCPToolMinimalArgumentsExample(buildTool({
+      type: 'object',
+      required: ['connectionId', 'sql', 'allowMutating'],
+      properties: {
+        connectionId: { type: 'string' },
+        dbName: { type: 'string' },
+        sql: { type: 'string' },
+        allowMutating: { type: 'boolean', default: true },
+      },
+    }));
+
+    expect(example).toBe('{"connectionId":"<connectionId>","sql":"<sql>","allowMutating":true}');
+  });
+
+  it('uses enum, array, object, and number placeholders when defaults are absent', () => {
+    const example = buildMCPToolMinimalArgumentsExample(buildTool({
+      type: 'object',
+      required: ['mode', 'limit', 'filters', 'tags'],
+      properties: {
+        mode: { enum: ['safe', 'force'] },
+        limit: { type: 'number' },
+        filters: { type: 'object', properties: { status: { type: 'string' } } },
+        tags: { type: 'array', items: { type: 'string' } },
+      },
+    }));
+
+    expect(example).toBe('{"mode":"safe","limit":0,"filters":{},"tags":[]}');
+  });
+
+  it('returns an empty object when no required parameters are declared', () => {
+    const example = buildMCPToolMinimalArgumentsExample(buildTool({
+      type: 'object',
+      properties: {
+        keyword: { type: 'string' },
+      },
+    }));
+
+    expect(example).toBe('{}');
+  });
+});
diff --git a/frontend/src/components/ai/AIMCPToolSchemaSummary.tsx b/frontend/src/components/ai/AIMCPToolSchemaSummary.tsx
index 4f66b82..6893403 100644
--- a/frontend/src/components/ai/AIMCPToolSchemaSummary.tsx
+++ b/frontend/src/components/ai/AIMCPToolSchemaSummary.tsx
@@ -36,6 +36,42 @@ const readRequiredSet = (schema: JSONSchemaRecord): Set<string> => new Set(
     : [],
 );
 
+const readExampleValue = (name: string, schema: JSONSchemaRecord): unknown => {
+  if (Object.prototype.hasOwnProperty.call(schema, 'default')) {
+    const value = schema.default;
+    if (value === null || ['string', 'number', 'boolean'].includes(typeof value)) {
+      return value;
+    }
+  }
+  if (Array.isArray(schema.enum) && schema.enum.length > 0) {
+    const value = schema.enum[0];
+    if (value === null || ['string', 'number', 'boolean'].includes(typeof value)) {
+      return value;
+    }
+  }
+
+  const type = readSchemaType(schema);
+  if (type.includes('boolean')) return false;
+  if (type.includes('number') || type.includes('integer')) return 0;
+  if (type.includes('array')) return [];
+  if (type.includes('object')) return {};
+  return `<${name}>`;
+};
+
+export const buildMCPToolMinimalArgumentsExample = (tool: AIMCPToolDescriptor): string => {
+  const inputSchema = isRecord(tool.inputSchema) ? tool.inputSchema : {};
+  const properties = isRecord(inputSchema.properties) ? inputSchema.properties : {};
+  const requiredSet = readRequiredSet(inputSchema);
+  const example = Object.entries(properties).reduce<Record<string, unknown>>((acc, [name, rawSchema]) => {
+    if (!requiredSet.has(name)) {
+      return acc;
+    }
+    acc[name] = readExampleValue(name, isRecord(rawSchema) ? rawSchema : {});
+    return acc;
+  }, {});
+  return JSON.stringify(example);
+};
+
 const summarizeToolParameters = (tool: AIMCPToolDescriptor) => {
   const inputSchema = isRecord(tool.inputSchema) ? tool.inputSchema : {};
   const properties = isRecord(inputSchema.properties) ? inputSchema.properties : {};
@@ -54,6 +90,7 @@ const summarizeToolParameters = (tool: AIMCPToolDescriptor) => {
     hasInputSchema: Object.keys(inputSchema).length > 0,
     parameters,
     requiredCount: parameters.filter((item) => item.required).length,
+    minimalArgumentsExample: buildMCPToolMinimalArgumentsExample(tool),
     truncated: parameters.length > MAX_PARAMETER_PREVIEW,
   };
 };
@@ -106,6 +143,15 @@ const AIMCPToolSchemaSummary: React.FC<AIMCPToolSchemaSummaryProps> = ({
                   ? `参数 ${summary.parameters.length} 个，必填 ${summary.requiredCount} 个；星号表示必填。`
                   : '未声明 inputSchema，调用参数需参考服务文档或用 /mcptool 继续查看。'}
               </div>
+              {summary.hasInputSchema ? (
+                <div style={buildMCPHintStyle(overlayTheme.mutedText)}>
+                  最小 arguments 示例：
+                  {' '}
+                  <code style={{ fontFamily: 'var(--gn-font-mono)', overflowWrap: 'anywhere' }}>
+                    {summary.minimalArgumentsExample}
+                  </code>
+                </div>
+              ) : null}
               {previewParameters.length > 0 ? (
                 <div style={{ display: 'flex', flexWrap: 'wrap', gap: 6 }}>
                   {previewParameters.map((parameter) => (
diff --git a/frontend/src/components/ai/AISettingsMCPSection.test.tsx b/frontend/src/components/ai/AISettingsMCPSection.test.tsx
index 307354e..c2e5a48 100644
--- a/frontend/src/components/ai/AISettingsMCPSection.test.tsx
+++ b/frontend/src/components/ai/AISettingsMCPSection.test.tsx
@@ -175,6 +175,9 @@ describe('AISettingsMCPSection', () => {
     expect(markup).toContain('已发现工具和参数提示');
     expect(markup).toContain('execute_sql');
     expect(markup).toContain('参数 4 个，必填 2 个');
+    expect(markup).toContain('最小 arguments 示例');
+    expect(markup).toContain('&quot;connectionId&quot;:&quot;&lt;connectionId&gt;&quot;');
+    expect(markup).toContain('&quot;sql&quot;:&quot;&lt;sql&gt;&quot;');
     expect(markup).toContain('connectionId*: string');
     expect(markup).toContain('sql*: string');
     expect(markup).toContain('allowMutating: boolean');