diff --git a/frontend/src/components/ai/AIMCPQuickAddServerPanel.test.tsx b/frontend/src/components/ai/AIMCPQuickAddServerPanel.test.tsx
new file mode 100644
index 0000000..391e830
--- /dev/null
+++ b/frontend/src/components/ai/AIMCPQuickAddServerPanel.test.tsx
@@ -0,0 +1,60 @@
+import React from 'react';
+import { renderToStaticMarkup } from 'react-dom/server';
+import { describe, expect, it } from 'vitest';
+
+import { parseMCPCommandDraft } from '../../utils/mcpCommandDraft';
+import { buildOverlayWorkbenchTheme } from '../../utils/overlayWorkbenchTheme';
+import AIMCPQuickAddServerPanel, { buildMCPQuickAddServerSeed } from './AIMCPQuickAddServerPanel';
+
+describe('AIMCPQuickAddServerPanel', () => {
+  it('renders a top-level full-command entry for creating MCP drafts', () => {
+    const markup = renderToStaticMarkup(
+      <AIMCPQuickAddServerPanel
+        cardBg="#fff"
+        cardBorder="rgba(0,0,0,0.08)"
+        inputBg="#fff"
+        darkMode={false}
+        overlayTheme={buildOverlayWorkbenchTheme(false)}
+        onAddServer={() => {}}
+      />,
+    );
+
+    expect(markup).toContain('一行命令快速新增');
+    expect(markup).toContain('README 里通常只给一整行启动命令');
+    expect(markup).toContain('command、args 和 env');
+    expect(markup).toContain('粘贴完整命令');
+    expect(markup).toContain('$env:GITHUB_TOKEN=...; uvx mcp-server-github --stdio');
+    expect(markup).toContain('解析并新增草稿');
+  });
+
+  it('builds an editable draft seed from a parsed uvx command with env vars', () => {
+    const parsed = parseMCPCommandDraft('$env:GITHUB_TOKEN=***; uvx mcp-server-github --stdio');
+
+    expect(parsed.ok).toBe(true);
+    const seed = buildMCPQuickAddServerSeed(parsed.draft!);
+
+    expect(seed).toMatchObject({
+      name: 'mcp-server-github',
+      transport: 'stdio',
+      command: 'uvx',
+      args: ['mcp-server-github', '--stdio'],
+      env: { GITHUB_TOKEN: '***' },
+      enabled: true,
+      timeoutSeconds: 20,
+    });
+  });
+
+  it('uses a wider default timeout and image-based name for docker drafts', () => {
+    const parsed = parseMCPCommandDraft('docker run --rm -i -e API_KEY=*** mcp/server-fetch:latest');
+
+    expect(parsed.ok).toBe(true);
+    const seed = buildMCPQuickAddServerSeed(parsed.draft!);
+
+    expect(seed).toMatchObject({
+      name: 'server-fetch:latest',
+      command: 'docker',
+      args: ['run', '--rm', '-i', '-e', 'API_KEY=***', 'mcp/server-fetch:latest'],
+      timeoutSeconds: 45,
+    });
+  });
+});
diff --git a/frontend/src/components/ai/AIMCPQuickAddServerPanel.tsx b/frontend/src/components/ai/AIMCPQuickAddServerPanel.tsx
new file mode 100644
index 0000000..1c7651c
--- /dev/null
+++ b/frontend/src/components/ai/AIMCPQuickAddServerPanel.tsx
@@ -0,0 +1,200 @@
+import React from 'react';
+import { Button, Input } from 'antd';
+import { PlusOutlined } from '@ant-design/icons';
+
+import type { AIMCPServerConfig } from '../../types';
+import {
+  parseMCPCommandDraft,
+  type ParsedMCPCommandDraft,
+  type ParseMCPCommandDraftResult,
+} from '../../utils/mcpCommandDraft';
+import { MCP_COMMAND_PARSE_EXAMPLE } from '../../utils/mcpServerGuidance';
+import type { OverlayWorkbenchTheme } from '../../utils/overlayWorkbenchTheme';
+import AIMCPCommandDraftPreview from './AIMCPCommandDraftPreview';
+import { buildMCPHintStyle, mcpLabelStyle } from './AIMCPHelpBlock';
+
+interface AIMCPQuickAddServerPanelProps {
+  cardBg: string;
+  cardBorder: string;
+  inputBg: string;
+  darkMode: boolean;
+  overlayTheme: OverlayWorkbenchTheme;
+  onAddServer: (seed?: Partial<AIMCPServerConfig>) => void;
+}
+
+const stripCommandSuffix = (value: string): string =>
+  value.replace(/\.(exe|cmd|bat|ps1|c?m?[jt]s|py)$/iu, '');
+
+const toDisplayNamePart = (value: string): string => {
+  const text = String(value || '').trim();
+  if (!text) return '';
+  const lastPathPart = text.split(/[\\/]/u).filter(Boolean).pop() || text;
+  const packagePart = lastPathPart.includes('/') ? lastPathPart.split('/').filter(Boolean).pop() || lastPathPart : lastPathPart;
+  return stripCommandSuffix(packagePart).replace(/^@/u, '').trim();
+};
+
+const findDockerImageArg = (args: string[]): string => {
+  const runIndex = args.findIndex((arg) => arg.toLowerCase() === 'run');
+  const candidates = runIndex >= 0 ? args.slice(runIndex + 1) : args;
+  const optionsWithValue = new Set([
+    '-e',
+    '--env',
+    '--name',
+    '--network',
+    '-v',
+    '--volume',
+    '-p',
+    '--publish',
+    '--entrypoint',
+    '-w',
+    '--workdir',
+    '-u',
+    '--user',
+    '--platform',
+    '-h',
+    '--hostname',
+  ]);
+
+  for (let index = 0; index < candidates.length; index += 1) {
+    const arg = String(candidates[index] || '').trim();
+    if (!arg) continue;
+    if (arg.startsWith('-')) {
+      if (optionsWithValue.has(arg.toLowerCase())) {
+        index += 1;
+      }
+      continue;
+    }
+    if (arg.includes('=') || arg.toLowerCase() === 'run') {
+      continue;
+    }
+    return arg;
+  }
+  return '';
+};
+
+const pickDraftNameCandidate = (draft: ParsedMCPCommandDraft): string => {
+  const commandName = toDisplayNamePart(draft.command).toLowerCase();
+  const args = draft.args || [];
+
+  if (['npx', 'npm', 'pnpm', 'yarn', 'uvx', 'uv'].includes(commandName)) {
+    return args.find((arg) => arg && !arg.startsWith('-') && arg.toLowerCase() !== 'stdio') || draft.command;
+  }
+  if (['node', 'bun', 'deno'].includes(commandName)) {
+    return args.find((arg) => arg && !arg.startsWith('-') && arg.toLowerCase() !== 'stdio') || draft.command;
+  }
+  if (['python', 'python3', 'py'].includes(commandName)) {
+    const moduleFlagIndex = args.findIndex((arg) => arg === '-m');
+    return (moduleFlagIndex >= 0 ? args[moduleFlagIndex + 1] : '') || args.find((arg) => arg && !arg.startsWith('-')) || draft.command;
+  }
+  if (commandName === 'docker') {
+    return findDockerImageArg(args) || draft.command;
+  }
+  return draft.command;
+};
+
+export const buildMCPQuickAddServerSeed = (
+  draft: ParsedMCPCommandDraft,
+): Partial<AIMCPServerConfig> => {
+  const commandName = toDisplayNamePart(draft.command).toLowerCase();
+  const namePart = toDisplayNamePart(pickDraftNameCandidate(draft)) || 'MCP 服务';
+
+  return {
+    name: namePart,
+    transport: 'stdio',
+    command: draft.command,
+    args: draft.args,
+    env: draft.env,
+    enabled: true,
+    timeoutSeconds: commandName === 'docker' ? 45 : 20,
+  };
+};
+
+const renderParseSummary = (
+  rawCommandDraft: string,
+  parsedCommandDraft: ParseMCPCommandDraftResult,
+  overlayTheme: OverlayWorkbenchTheme,
+) => {
+  if (!rawCommandDraft.trim()) {
+    return '支持带引号路径、带空格参数，以及 KEY=VALUE / $env:KEY=VALUE; / set KEY=VALUE && 环境变量前缀。';
+  }
+  if (!parsedCommandDraft.ok || !parsedCommandDraft.draft) {
+    return parsedCommandDraft.error || '完整命令解析失败，请检查命令格式。';
+  }
+  const envCount = Object.keys(parsedCommandDraft.draft.env || {}).length;
+  return (
+    <span style={{ color: overlayTheme.mutedText }}>
+      将解析为：命令 {parsedCommandDraft.draft.command}，参数 {parsedCommandDraft.draft.args.length} 个，环境变量 {envCount} 个。
+    </span>
+  );
+};
+
+const AIMCPQuickAddServerPanel: React.FC<AIMCPQuickAddServerPanelProps> = ({
+  cardBg,
+  cardBorder,
+  inputBg,
+  darkMode,
+  overlayTheme,
+  onAddServer,
+}) => {
+  const [rawCommandDraft, setRawCommandDraft] = React.useState('');
+  const parsedCommandDraft = parseMCPCommandDraft(rawCommandDraft);
+
+  const handleAddFromCommand = () => {
+    if (!parsedCommandDraft.ok || !parsedCommandDraft.draft) {
+      return;
+    }
+    onAddServer(buildMCPQuickAddServerSeed(parsedCommandDraft.draft));
+    setRawCommandDraft('');
+  };
+
+  return (
+    <div
+      style={{
+        padding: '14px 16px',
+        borderRadius: 14,
+        border: `1px solid ${cardBorder}`,
+        background: cardBg,
+        display: 'flex',
+        flexDirection: 'column',
+        gap: 10,
+      }}
+    >
+      <div style={{ display: 'flex', flexDirection: 'column', gap: 4 }}>
+        <div style={{ ...mcpLabelStyle, color: overlayTheme.titleText, fontSize: 14 }}>一行命令快速新增</div>
+        <div style={buildMCPHintStyle(overlayTheme.mutedText)}>
+          README 里通常只给一整行启动命令。直接粘到这里，GoNavi 会先拆成 command、args 和 env，再生成一个可继续编辑的 MCP 草稿。
+        </div>
+      </div>
+      <Input.TextArea
+        rows={2}
+        value={rawCommandDraft}
+        onChange={(event) => setRawCommandDraft(event.target.value)}
+        placeholder={`粘贴完整命令，例如：\n${MCP_COMMAND_PARSE_EXAMPLE}`}
+        style={{ borderRadius: 10, background: inputBg, border: `1px solid ${cardBorder}`, fontFamily: 'var(--gn-font-mono)' }}
+      />
+      <div style={{ display: 'flex', alignItems: 'center', justifyContent: 'space-between', gap: 12, flexWrap: 'wrap' }}>
+        <div style={{ ...buildMCPHintStyle(parsedCommandDraft.ok || !rawCommandDraft.trim() ? overlayTheme.mutedText : '#dc2626') }}>
+          {renderParseSummary(rawCommandDraft, parsedCommandDraft, overlayTheme)}
+        </div>
+        <Button
+          icon={<PlusOutlined />}
+          onClick={handleAddFromCommand}
+          disabled={!parsedCommandDraft.ok}
+          style={{ borderRadius: 10, fontWeight: 600 }}
+        >
+          解析并新增草稿
+        </Button>
+      </div>
+      {parsedCommandDraft.ok && parsedCommandDraft.draft && rawCommandDraft.trim() && (
+        <AIMCPCommandDraftPreview
+          draft={parsedCommandDraft.draft}
+          darkMode={darkMode}
+          overlayTheme={overlayTheme}
+          cardBorder={cardBorder}
+        />
+      )}
+    </div>
+  );
+};
+
+export default AIMCPQuickAddServerPanel;
diff --git a/frontend/src/components/ai/AIMCPServerCard.test.tsx b/frontend/src/components/ai/AIMCPServerCard.test.tsx
index 77e85fc..16504ee 100644
--- a/frontend/src/components/ai/AIMCPServerCard.test.tsx
+++ b/frontend/src/components/ai/AIMCPServerCard.test.tsx
@@ -59,7 +59,7 @@ describe('AIMCPServerCard', () => {
     expect(markup).toContain('必填参数看起来已经齐了');
     expect(markup).toContain('每行一个 KEY=VALUE');
     expect(markup).toContain('没有等号或 key 含空格的行不会保存');
-    expect(markup).toContain('不要把 npx -y package --stdio 或 node server.js --stdio 整串都塞进这里');
+    expect(markup).toContain('不要把 npx -y package --stdio、node server.js --stdio 或 docker run -i image 整串都塞进这里');
     expect(markup).toContain('不要写 export');
     expect(markup).toContain('当前阶段只支持 stdio');
     expect(markup).toContain('实际启动命令预览');
diff --git a/frontend/src/components/ai/AISettingsMCPSection.test.tsx b/frontend/src/components/ai/AISettingsMCPSection.test.tsx
index e4a3438..ec22eff 100644
--- a/frontend/src/components/ai/AISettingsMCPSection.test.tsx
+++ b/frontend/src/components/ai/AISettingsMCPSection.test.tsx
@@ -117,6 +117,9 @@ describe('AISettingsMCPSection', () => {
     expect(markup).toContain('复制 Authorization');
     expect(markup).toContain('接入外部客户端');
     expect(markup).toContain('尚未把当前 GoNavi MCP 接入到这里');
+    expect(markup).toContain('一行命令快速新增');
+    expect(markup).toContain('README 里通常只给一整行启动命令');
+    expect(markup).toContain('解析并新增草稿');
     expect(markup).toContain('新增 MCP 参数速查');
     expect(markup).toContain('command');
     expect(markup).toContain('args');
diff --git a/frontend/src/components/ai/AISettingsMCPSection.tsx b/frontend/src/components/ai/AISettingsMCPSection.tsx
index 3c7eb45..2540653 100644
--- a/frontend/src/components/ai/AISettingsMCPSection.tsx
+++ b/frontend/src/components/ai/AISettingsMCPSection.tsx
@@ -10,6 +10,7 @@ import type { OverlayWorkbenchTheme } from '../../utils/overlayWorkbenchTheme';
 import AIMCPClientInstallPanel from './AIMCPClientInstallPanel';
 import AIMCPFieldGuideCard from './AIMCPFieldGuideCard';
 import AIMCPHTTPServerPanel from './AIMCPHTTPServerPanel';
+import AIMCPQuickAddServerPanel from './AIMCPQuickAddServerPanel';
 import AIMCPServerCard from './AIMCPServerCard';
 
 export type { MCPClientKey } from '../../utils/mcpClientInstallStatus';
@@ -104,6 +105,14 @@ const AISettingsMCPSection: React.FC<AISettingsMCPSectionProps> = ({
       onCopyLaunchCommand={onCopyLaunchCommand}
       onInstall={onInstallSelectedClient}
     />
+    <AIMCPQuickAddServerPanel
+      cardBg={cardBg}
+      cardBorder={cardBorder}
+      inputBg={inputBg}
+      darkMode={darkMode}
+      overlayTheme={overlayTheme}
+      onAddServer={onAddServer}
+    />
     <div
       style={{
         padding: '14px 16px',