diff --git a/.vitepress/config.mts b/.vitepress/config.mts
index 5941a47..50f25a3 100644
--- a/.vitepress/config.mts
+++ b/.vitepress/config.mts
@@ -5,6 +5,7 @@ import { InlineLinkPreviewElementTransform } from '@nolebase/vitepress-plugin-in
 import { ThumbnailHashImages } from '@nolebase/vitepress-plugin-thumbnail-hash/vite';
 import { BiDirectionalLinks } from '@nolebase/markdown-it-bi-directional-links';
 
+import { UnlazyImages } from '@nolebase/markdown-it-unlazy-img';
 import { contributors } from './contributors';
 import { withMermaid } from "vitepress-plugin-mermaid";
 import { customIcons } from './theme/hook/icons';
@@ -21,6 +22,15 @@ export default withMermaid({
 		hostname: 'https://kirigaya.cn/' + baseUrl
 	},
 
+
+	vue: {
+		template: {
+			transformAssetUrls: {
+				NolebaseUnlazyImg: ['src'],
+			},
+		}
+	},
+
 	vite: {
 		plugins: [
 			GitChangelog({
@@ -34,6 +44,9 @@ export default withMermaid({
 			ThumbnailHashImages(),
 		],
 		optimizeDeps: {
+			include: [
+				'mermaid'
+			],
 			exclude: [
 				'@nolebase/vitepress-plugin-inline-link-preview/client',
 			],
@@ -50,9 +63,10 @@ export default withMermaid({
 		config: (md) => {
 			md.use(lightbox);
 			md.use(InlineLinkPreviewElementTransform);
-			md.use(BiDirectionalLinks({
-				debug: true
-			}));
+			md.use(BiDirectionalLinks());
+			md.use(UnlazyImages(), { 
+				imgElementTag: 'NolebaseUnlazyImg', 
+			}); 
 		}
 	},
 
@@ -175,7 +189,7 @@ export default withMermaid({
 						{ text: '你的第一个 MCP', link: '/plugin-tutorial/quick-start/first-mcp' },
 						{ text: '快速调试 MCP', link: '/plugin-tutorial/quick-start/quick-debug' },
 						{ text: '扔进大模型里面测测好坏！', link: '/plugin-tutorial/quick-start/put-into-llm' },
-					]	
+					]
 				},
 				{
 					text: "OpenMCP 使用手册",
diff --git a/.vitepress/theme/components/home/TwoSideLayout.vue b/.vitepress/theme/components/home/TwoSideLayout.vue
index a9f8d1f..5aee8fc 100644
--- a/.vitepress/theme/components/home/TwoSideLayout.vue
+++ b/.vitepress/theme/components/home/TwoSideLayout.vue
@@ -14,8 +14,6 @@
 </template>
 
 <script setup>
-import { defineProps } from 'vue';
-
 const props = defineProps({
     imagePlacement: {
         type: String,
diff --git a/.vitepress/theme/index.mts b/.vitepress/theme/index.mts
index e0390ac..bcca0a1 100644
--- a/.vitepress/theme/index.mts
+++ b/.vitepress/theme/index.mts
@@ -13,7 +13,8 @@ import Contributors from './components/Contributors/index.vue';
 
 import { NolebaseGitChangelogPlugin } from '@nolebase/vitepress-plugin-git-changelog/client';
 import { NolebaseInlineLinkPreviewPlugin } from '@nolebase/vitepress-plugin-inline-link-preview/client';
-
+import { NolebaseUnlazyImg } from '@nolebase/vitepress-plugin-thumbnail-hash/client';
+  
 import { ElCollapse, ElCollapseItem, ElTimeline, ElTimelineItem } from 'element-plus';
 
 import './css/style.css';
@@ -22,6 +23,7 @@ import './css/element-plus.css';
 import '@nolebase/vitepress-plugin-git-changelog/client/style.css';
 import '@nolebase/vitepress-plugin-enhanced-mark/client/style.css';
 import '@nolebase/vitepress-plugin-inline-link-preview/client/style.css';
+import '@nolebase/vitepress-plugin-thumbnail-hash/client/style.css';
 
 export default {
 	extends: DefaultTheme,
@@ -34,6 +36,7 @@ export default {
 		app.component('BiliPlayer', BiliPlayer);
 		app.component('KNavItem', KNavItem);
 		app.component('Contributors', Contributors);
+		app.component('NolebaseUnlazyImg', NolebaseUnlazyImg);
 
 		app.component('el-collapse', ElCollapse);
 		app.component('el-collapse-item', ElCollapseItem);
diff --git a/package-lock.json b/package-lock.json
index b1af096..668d2bb 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -10,6 +10,7 @@
       },
       "devDependencies": {
         "@nolebase/markdown-it-bi-directional-links": "^2.17.1",
+        "@nolebase/markdown-it-unlazy-img": "^2.17.1",
         "@nolebase/vitepress-plugin-enhanced-mark": "^2.17.1",
         "@nolebase/vitepress-plugin-git-changelog": "^2.17.1",
         "@nolebase/vitepress-plugin-inline-link-preview": "^2.17.1",
@@ -663,6 +664,23 @@
         "node": ">=12"
       }
     },
+    "node_modules/@esbuild/netbsd-arm64": {
+      "version": "0.25.5",
+      "resolved": "https://registry.npmjs.org/@esbuild/netbsd-arm64/-/netbsd-arm64-0.25.5.tgz",
+      "integrity": "sha512-pwHtMP9viAy1oHPvgxtOv+OkduK5ugofNTVDilIzBLpoWAM16r7b/mxBvfpuQDpRQFMfuVr5aLcn4yveGvBZvw==",
+      "cpu": [
+        "arm64"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "netbsd"
+      ],
+      "engines": {
+        "node": ">=18"
+      }
+    },
     "node_modules/@esbuild/netbsd-x64": {
       "version": "0.21.5",
       "resolved": "https://registry.npmmirror.com/@esbuild/netbsd-x64/-/netbsd-x64-0.21.5.tgz",
@@ -678,6 +696,23 @@
         "node": ">=12"
       }
     },
+    "node_modules/@esbuild/openbsd-arm64": {
+      "version": "0.25.5",
+      "resolved": "https://registry.npmjs.org/@esbuild/openbsd-arm64/-/openbsd-arm64-0.25.5.tgz",
+      "integrity": "sha512-7A208+uQKgTxHd0G0uqZO8UjK2R0DDb4fDmERtARjSHWxqMTye4Erz4zZafx7Di9Cv+lNHYuncAkiGFySoD+Mw==",
+      "cpu": [
+        "arm64"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "openbsd"
+      ],
+      "engines": {
+        "node": ">=18"
+      }
+    },
     "node_modules/@esbuild/openbsd-x64": {
       "version": "0.21.5",
       "resolved": "https://registry.npmmirror.com/@esbuild/openbsd-x64/-/openbsd-x64-0.21.5.tgz",
@@ -941,6 +976,556 @@
         "markdown-it": ">=14.1.0"
       }
     },
+    "node_modules/@nolebase/markdown-it-unlazy-img": {
+      "version": "2.17.1",
+      "resolved": "https://registry.npmjs.org/@nolebase/markdown-it-unlazy-img/-/markdown-it-unlazy-img-2.17.1.tgz",
+      "integrity": "sha512-4ljrbSYE3k6SOBSl9VsFkJxEL0IseiPlb8iRN3uP3S2aXRNXutwGIxXhT4E+b+292W9z1/dLuzqbrRr6BI6AFw==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "colorette": "^2.0.20",
+        "tinyglobby": "^0.2.14",
+        "vite": "^6.3.5"
+      },
+      "peerDependencies": {
+        "markdown-it": ">=14.1.0"
+      }
+    },
+    "node_modules/@nolebase/markdown-it-unlazy-img/node_modules/@esbuild/aix-ppc64": {
+      "version": "0.25.5",
+      "resolved": "https://registry.npmjs.org/@esbuild/aix-ppc64/-/aix-ppc64-0.25.5.tgz",
+      "integrity": "sha512-9o3TMmpmftaCMepOdA5k/yDw8SfInyzWWTjYTFCX3kPSDJMROQTb8jg+h9Cnwnmm1vOzvxN7gIfB5V2ewpjtGA==",
+      "cpu": [
+        "ppc64"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "aix"
+      ],
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@nolebase/markdown-it-unlazy-img/node_modules/@esbuild/android-arm": {
+      "version": "0.25.5",
+      "resolved": "https://registry.npmjs.org/@esbuild/android-arm/-/android-arm-0.25.5.tgz",
+      "integrity": "sha512-AdJKSPeEHgi7/ZhuIPtcQKr5RQdo6OO2IL87JkianiMYMPbCtot9fxPbrMiBADOWWm3T2si9stAiVsGbTQFkbA==",
+      "cpu": [
+        "arm"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "android"
+      ],
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@nolebase/markdown-it-unlazy-img/node_modules/@esbuild/android-arm64": {
+      "version": "0.25.5",
+      "resolved": "https://registry.npmjs.org/@esbuild/android-arm64/-/android-arm64-0.25.5.tgz",
+      "integrity": "sha512-VGzGhj4lJO+TVGV1v8ntCZWJktV7SGCs3Pn1GRWI1SBFtRALoomm8k5E9Pmwg3HOAal2VDc2F9+PM/rEY6oIDg==",
+      "cpu": [
+        "arm64"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "android"
+      ],
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@nolebase/markdown-it-unlazy-img/node_modules/@esbuild/android-x64": {
+      "version": "0.25.5",
+      "resolved": "https://registry.npmjs.org/@esbuild/android-x64/-/android-x64-0.25.5.tgz",
+      "integrity": "sha512-D2GyJT1kjvO//drbRT3Hib9XPwQeWd9vZoBJn+bu/lVsOZ13cqNdDeqIF/xQ5/VmWvMduP6AmXvylO/PIc2isw==",
+      "cpu": [
+        "x64"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "android"
+      ],
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@nolebase/markdown-it-unlazy-img/node_modules/@esbuild/darwin-arm64": {
+      "version": "0.25.5",
+      "resolved": "https://registry.npmjs.org/@esbuild/darwin-arm64/-/darwin-arm64-0.25.5.tgz",
+      "integrity": "sha512-GtaBgammVvdF7aPIgH2jxMDdivezgFu6iKpmT+48+F8Hhg5J/sfnDieg0aeG/jfSvkYQU2/pceFPDKlqZzwnfQ==",
+      "cpu": [
+        "arm64"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "darwin"
+      ],
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@nolebase/markdown-it-unlazy-img/node_modules/@esbuild/darwin-x64": {
+      "version": "0.25.5",
+      "resolved": "https://registry.npmjs.org/@esbuild/darwin-x64/-/darwin-x64-0.25.5.tgz",
+      "integrity": "sha512-1iT4FVL0dJ76/q1wd7XDsXrSW+oLoquptvh4CLR4kITDtqi2e/xwXwdCVH8hVHU43wgJdsq7Gxuzcs6Iq/7bxQ==",
+      "cpu": [
+        "x64"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "darwin"
+      ],
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@nolebase/markdown-it-unlazy-img/node_modules/@esbuild/freebsd-arm64": {
+      "version": "0.25.5",
+      "resolved": "https://registry.npmjs.org/@esbuild/freebsd-arm64/-/freebsd-arm64-0.25.5.tgz",
+      "integrity": "sha512-nk4tGP3JThz4La38Uy/gzyXtpkPW8zSAmoUhK9xKKXdBCzKODMc2adkB2+8om9BDYugz+uGV7sLmpTYzvmz6Sw==",
+      "cpu": [
+        "arm64"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "freebsd"
+      ],
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@nolebase/markdown-it-unlazy-img/node_modules/@esbuild/freebsd-x64": {
+      "version": "0.25.5",
+      "resolved": "https://registry.npmjs.org/@esbuild/freebsd-x64/-/freebsd-x64-0.25.5.tgz",
+      "integrity": "sha512-PrikaNjiXdR2laW6OIjlbeuCPrPaAl0IwPIaRv+SMV8CiM8i2LqVUHFC1+8eORgWyY7yhQY+2U2fA55mBzReaw==",
+      "cpu": [
+        "x64"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "freebsd"
+      ],
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@nolebase/markdown-it-unlazy-img/node_modules/@esbuild/linux-arm": {
+      "version": "0.25.5",
+      "resolved": "https://registry.npmjs.org/@esbuild/linux-arm/-/linux-arm-0.25.5.tgz",
+      "integrity": "sha512-cPzojwW2okgh7ZlRpcBEtsX7WBuqbLrNXqLU89GxWbNt6uIg78ET82qifUy3W6OVww6ZWobWub5oqZOVtwolfw==",
+      "cpu": [
+        "arm"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@nolebase/markdown-it-unlazy-img/node_modules/@esbuild/linux-arm64": {
+      "version": "0.25.5",
+      "resolved": "https://registry.npmjs.org/@esbuild/linux-arm64/-/linux-arm64-0.25.5.tgz",
+      "integrity": "sha512-Z9kfb1v6ZlGbWj8EJk9T6czVEjjq2ntSYLY2cw6pAZl4oKtfgQuS4HOq41M/BcoLPzrUbNd+R4BXFyH//nHxVg==",
+      "cpu": [
+        "arm64"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@nolebase/markdown-it-unlazy-img/node_modules/@esbuild/linux-ia32": {
+      "version": "0.25.5",
+      "resolved": "https://registry.npmjs.org/@esbuild/linux-ia32/-/linux-ia32-0.25.5.tgz",
+      "integrity": "sha512-sQ7l00M8bSv36GLV95BVAdhJ2QsIbCuCjh/uYrWiMQSUuV+LpXwIqhgJDcvMTj+VsQmqAHL2yYaasENvJ7CDKA==",
+      "cpu": [
+        "ia32"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@nolebase/markdown-it-unlazy-img/node_modules/@esbuild/linux-loong64": {
+      "version": "0.25.5",
+      "resolved": "https://registry.npmjs.org/@esbuild/linux-loong64/-/linux-loong64-0.25.5.tgz",
+      "integrity": "sha512-0ur7ae16hDUC4OL5iEnDb0tZHDxYmuQyhKhsPBV8f99f6Z9KQM02g33f93rNH5A30agMS46u2HP6qTdEt6Q1kg==",
+      "cpu": [
+        "loong64"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@nolebase/markdown-it-unlazy-img/node_modules/@esbuild/linux-mips64el": {
+      "version": "0.25.5",
+      "resolved": "https://registry.npmjs.org/@esbuild/linux-mips64el/-/linux-mips64el-0.25.5.tgz",
+      "integrity": "sha512-kB/66P1OsHO5zLz0i6X0RxlQ+3cu0mkxS3TKFvkb5lin6uwZ/ttOkP3Z8lfR9mJOBk14ZwZ9182SIIWFGNmqmg==",
+      "cpu": [
+        "mips64el"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@nolebase/markdown-it-unlazy-img/node_modules/@esbuild/linux-ppc64": {
+      "version": "0.25.5",
+      "resolved": "https://registry.npmjs.org/@esbuild/linux-ppc64/-/linux-ppc64-0.25.5.tgz",
+      "integrity": "sha512-UZCmJ7r9X2fe2D6jBmkLBMQetXPXIsZjQJCjgwpVDz+YMcS6oFR27alkgGv3Oqkv07bxdvw7fyB71/olceJhkQ==",
+      "cpu": [
+        "ppc64"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@nolebase/markdown-it-unlazy-img/node_modules/@esbuild/linux-riscv64": {
+      "version": "0.25.5",
+      "resolved": "https://registry.npmjs.org/@esbuild/linux-riscv64/-/linux-riscv64-0.25.5.tgz",
+      "integrity": "sha512-kTxwu4mLyeOlsVIFPfQo+fQJAV9mh24xL+y+Bm6ej067sYANjyEw1dNHmvoqxJUCMnkBdKpvOn0Ahql6+4VyeA==",
+      "cpu": [
+        "riscv64"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@nolebase/markdown-it-unlazy-img/node_modules/@esbuild/linux-s390x": {
+      "version": "0.25.5",
+      "resolved": "https://registry.npmjs.org/@esbuild/linux-s390x/-/linux-s390x-0.25.5.tgz",
+      "integrity": "sha512-K2dSKTKfmdh78uJ3NcWFiqyRrimfdinS5ErLSn3vluHNeHVnBAFWC8a4X5N+7FgVE1EjXS1QDZbpqZBjfrqMTQ==",
+      "cpu": [
+        "s390x"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@nolebase/markdown-it-unlazy-img/node_modules/@esbuild/linux-x64": {
+      "version": "0.25.5",
+      "resolved": "https://registry.npmjs.org/@esbuild/linux-x64/-/linux-x64-0.25.5.tgz",
+      "integrity": "sha512-uhj8N2obKTE6pSZ+aMUbqq+1nXxNjZIIjCjGLfsWvVpy7gKCOL6rsY1MhRh9zLtUtAI7vpgLMK6DxjO8Qm9lJw==",
+      "cpu": [
+        "x64"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@nolebase/markdown-it-unlazy-img/node_modules/@esbuild/netbsd-x64": {
+      "version": "0.25.5",
+      "resolved": "https://registry.npmjs.org/@esbuild/netbsd-x64/-/netbsd-x64-0.25.5.tgz",
+      "integrity": "sha512-WOb5fKrvVTRMfWFNCroYWWklbnXH0Q5rZppjq0vQIdlsQKuw6mdSihwSo4RV/YdQ5UCKKvBy7/0ZZYLBZKIbwQ==",
+      "cpu": [
+        "x64"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "netbsd"
+      ],
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@nolebase/markdown-it-unlazy-img/node_modules/@esbuild/openbsd-x64": {
+      "version": "0.25.5",
+      "resolved": "https://registry.npmjs.org/@esbuild/openbsd-x64/-/openbsd-x64-0.25.5.tgz",
+      "integrity": "sha512-G4hE405ErTWraiZ8UiSoesH8DaCsMm0Cay4fsFWOOUcz8b8rC6uCvnagr+gnioEjWn0wC+o1/TAHt+It+MpIMg==",
+      "cpu": [
+        "x64"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "openbsd"
+      ],
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@nolebase/markdown-it-unlazy-img/node_modules/@esbuild/sunos-x64": {
+      "version": "0.25.5",
+      "resolved": "https://registry.npmjs.org/@esbuild/sunos-x64/-/sunos-x64-0.25.5.tgz",
+      "integrity": "sha512-l+azKShMy7FxzY0Rj4RCt5VD/q8mG/e+mDivgspo+yL8zW7qEwctQ6YqKX34DTEleFAvCIUviCFX1SDZRSyMQA==",
+      "cpu": [
+        "x64"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "sunos"
+      ],
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@nolebase/markdown-it-unlazy-img/node_modules/@esbuild/win32-arm64": {
+      "version": "0.25.5",
+      "resolved": "https://registry.npmjs.org/@esbuild/win32-arm64/-/win32-arm64-0.25.5.tgz",
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+      "license": "MIT",
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+        "node": ">=12"
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+        "url": "https://github.com/sponsors/jonschlinkert"
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+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "esbuild": "^0.25.0",
+        "fdir": "^6.4.4",
+        "picomatch": "^4.0.2",
+        "postcss": "^8.5.3",
+        "rollup": "^4.34.9",
+        "tinyglobby": "^0.2.13"
+      },
+      "bin": {
+        "vite": "bin/vite.js"
+      },
+      "engines": {
+        "node": "^18.0.0 || ^20.0.0 || >=22.0.0"
+      },
+      "funding": {
+        "url": "https://github.com/vitejs/vite?sponsor=1"
+      },
+      "optionalDependencies": {
+        "fsevents": "~2.3.3"
+      },
+      "peerDependencies": {
+        "@types/node": "^18.0.0 || ^20.0.0 || >=22.0.0",
+        "jiti": ">=1.21.0",
+        "less": "*",
+        "lightningcss": "^1.21.0",
+        "sass": "*",
+        "sass-embedded": "*",
+        "stylus": "*",
+        "sugarss": "*",
+        "terser": "^5.16.0",
+        "tsx": "^4.8.1",
+        "yaml": "^2.4.2"
+      },
+      "peerDependenciesMeta": {
+        "@types/node": {
+          "optional": true
+        },
+        "jiti": {
+          "optional": true
+        },
+        "less": {
+          "optional": true
+        },
+        "lightningcss": {
+          "optional": true
+        },
+        "sass": {
+          "optional": true
+        },
+        "sass-embedded": {
+          "optional": true
+        },
+        "stylus": {
+          "optional": true
+        },
+        "sugarss": {
+          "optional": true
+        },
+        "terser": {
+          "optional": true
+        },
+        "tsx": {
+          "optional": true
+        },
+        "yaml": {
+          "optional": true
+        }
+      }
+    },
     "node_modules/@nolebase/ui": {
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       "resolved": "https://registry.npmjs.org/@nolebase/ui/-/ui-2.17.1.tgz",
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+      "dev": true,
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+      "dev": true,
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@@ -3446,7 +4033,7 @@
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-      "devOptional": true,
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@@ -3469,6 +4056,7 @@
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+      "dev": true,
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+      "dev": true,
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-      "devOptional": true,
+      "dev": true,
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+      "dev": true,
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+      "dev": true,
       "license": "BSD-3-Clause",
       "optional": true,
       "engines": {
diff --git a/package.json b/package.json
index 332b1d3..1eab4ec 100644
--- a/package.json
+++ b/package.json
@@ -11,6 +11,7 @@
   },
   "devDependencies": {
     "@nolebase/markdown-it-bi-directional-links": "^2.17.1",
+    "@nolebase/markdown-it-unlazy-img": "^2.17.1",
     "@nolebase/vitepress-plugin-enhanced-mark": "^2.17.1",
     "@nolebase/vitepress-plugin-git-changelog": "^2.17.1",
     "@nolebase/vitepress-plugin-inline-link-preview": "^2.17.1",
diff --git a/plugin-tutorial/quick-start/images/bing-image-common.png b/plugin-tutorial/quick-start/images/bing-image-common.png
new file mode 100644
index 0000000..35fb776
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diff --git a/plugin-tutorial/quick-start/images/image.png b/plugin-tutorial/quick-start/images/image.png
new file mode 100644
index 0000000..38f2071
Binary files /dev/null and b/plugin-tutorial/quick-start/images/image.png differ
diff --git a/plugin-tutorial/quick-start/images/llm-calc.png b/plugin-tutorial/quick-start/images/llm-calc.png
new file mode 100644
index 0000000..0fdfd1f
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diff --git a/plugin-tutorial/quick-start/images/llm-fast-debug-result.png b/plugin-tutorial/quick-start/images/llm-fast-debug-result.png
new file mode 100644
index 0000000..31706f4
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diff --git a/plugin-tutorial/quick-start/images/llm-fast-debug.png b/plugin-tutorial/quick-start/images/llm-fast-debug.png
new file mode 100644
index 0000000..183dbad
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diff --git a/plugin-tutorial/quick-start/images/llm-intro.png b/plugin-tutorial/quick-start/images/llm-intro.png
new file mode 100644
index 0000000..3657701
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diff --git a/plugin-tutorial/quick-start/images/llm-tools.png b/plugin-tutorial/quick-start/images/llm-tools.png
new file mode 100644
index 0000000..47b351d
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diff --git a/plugin-tutorial/quick-start/images/system-prompt-add.png b/plugin-tutorial/quick-start/images/system-prompt-add.png
new file mode 100644
index 0000000..4e2106d
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diff --git a/plugin-tutorial/quick-start/images/system-prompt-image.png b/plugin-tutorial/quick-start/images/system-prompt-image.png
new file mode 100644
index 0000000..d5620e8
Binary files /dev/null and b/plugin-tutorial/quick-start/images/system-prompt-image.png differ
diff --git a/plugin-tutorial/quick-start/put-into-llm.md b/plugin-tutorial/quick-start/put-into-llm.md
index d6b2218..1ea1e82 100644
--- a/plugin-tutorial/quick-start/put-into-llm.md
+++ b/plugin-tutorial/quick-start/put-into-llm.md
@@ -1,2 +1,60 @@
 # 扔进大模型里面测测好坏！
 
+在 [[quick-debug|之前的章节]] 中，我们成功完成了 mcp 服务器的连接和各个功能的调试，也算是带大家认识了一下 openmcp 的基本调试功能。接下来，我们需要把 mcp 放到大模型环境中来测试，毕竟，mcp 提出的初衷就是为了让大家可以低成本把自己写的功能接入大模型中。
+
+在正式进行对话前，还请大家先参照 [[connect-llm|连接大模型]] 来完成大模型 API 的配置，并测试完成你的大模型服务是否可用。
+
+## 和大模型进行对话
+
+我们先创建一个新的调试项目，选择「交互测试」，就可以进入一个和大模型对话的窗口。OpenMCP 提供的对话窗口的基本介绍如下：
+
+![](./images/llm-intro.png)
+
+上面标定了几个比较重要的按钮，初次使用，您可以直接使用默认设置。点击「使用的工具」，可以看到当前激活的工具，OpenMCP 默认激活当前连接的 mcp 服务器的所有提供的工具，如果您希望禁用某些工具，可以点击下方的「使用的工具」来选择性地禁用工具：
+
+![](./images/llm-tools.png)
+
+好啦，让我们先来看看基于 mcp 协议，大模型会如何调用我们的工具吧，保持默认设置，然后询问如下问题：<mark>请帮我计算一下 123 + 1313 等于多少</mark>
+
+输入后回车等待结果，可以看到如下的输出：
+
+![](./images/llm-calc.png)
+
+可以看到大模型选择使用了我们提供的工具 add 完成了上述的加法，OpenMCP 中你能看到大模型是如何调用每一个工具的和工具的返回结果。目前我们问的问题和 mcp 提供的工具都比较简单，对于复杂问题，大模型有可能会在一轮内同时调用多个工具来完成特定的任务，如果你希望大模型每次都只使用一个工具，可以点击下方的默认亮着的「允许模型在单轮回复中调用多个工具」 来禁用这个特性。
+
+## 快速调试
+
+在我们调试的过程中，难免会出现大模型回答得不好，而且这是因为某个工具出错导致的，为了快速定位是不是工具的问题，可以点击下方的小飞机图标
+
+![](./images/llm-fast-debug.png)
+
+点击后，OpenMCP 会一个新的测试 tool 的项目，并自动把当时大模型使用的参数自动填充到右侧的表单中：
+
+![](./images/llm-fast-debug-result.png)
+
+你要做的，只是点击运行来确定或者排除一个错误选项。
+
+## 系统提示词
+
+对于一些特殊的情况，比如 [bing-images](/Users/bytedance/projects/openmcp-tutorial/bing-images)，这是一个根据关键词来返回 bing 图片的 mcp 服务器。
+
+我们直接询问如下的问题：<mark>请帮我搜索几张明日方舟的图片</mark>，默认情况下，你有可能会得到如下的回复：
+
+![](./images/bing-image-common.png)
+
+大模型将得到的图片以链接的形式返回了，但是有的时候其实我希望是返回成图片的形式渲染在屏幕中让我看到的，为了约束和引导大模型返回文本的风格、或是按照我们要求的模板进行返回，我们可以通过设置系统提示词的方式来实现。
+
+我们先点击下方的「系统提示词」
+
+![](./image/system-prompt-add.png)
+
+我们添加一个新的系统提示词，在标题输入「bing image」，然后主体部分填入：
+
+```
+你是一个擅长找 bing 图片的 AI，当你找到图片时，你应该返回图片形式的 markdown，比如 ![](https://xxxx.xx/xxxx)
+```
+
+点击保存。
+
+![](./images/system-prompt-image.png)
+