梳理了DevStar AI+ DevOps文档大纲，整理了部分目录结构

.vitepress/config.mts

@@ -70,31 +70,27 @@ function sidebarDevStar(): DefaultTheme.SidebarItem[] {
     {
       text: 'DevStar Studio',
       link: '/src/devstar/index',
+      items: [
+      ]
+    } as any,
+    {
+      text: 'AI+ DevOps',
+      link: '/src/devstar/ai-devops',
       collapsible: true, // 使整个组可折叠
       collapsed: false, // 默认展开
       items: [
-        { text: 'AI+ DevOps', link: '/src/devstar/ai-devops' },
+        { text: 'AI Code Review', link: '/src/devstar/ai-code-reveiw' },
+        { text: 'MCP Server', link: '/src/devstar/mcp-server' },
       ]
     } as any,
     {
       text: '安装',
       collapsible: true, // 使整个组可折叠
-      collapsed: true, // 默认展开
+      collapsed: false, // 默认展开
       items: [
-        { text: '对比Gitea与其它Git托管工具', link: 'https://docs.gitea.com/zh-cn/installation/comparison' },
+        { text: '快速部署指南', link: 'src/devstar/install/quick-start' },
-        { text: '数据库准备', link: 'https://docs.gitea.com/zh-cn/installation/database-prep' },
+        { text: '云原生环境部署指南', link: 'src/devstar/install/install-k8s' },
-        // { text: '数据库准备', link: '/src/document/installation/from-source' },
+        { text: 'app.ini配置文件', link: 'src/devstar/install/app-ini' },
-        { text: '使用shell脚本安装', link: '/src/devstar/installation/install-via-shell-script' },
-        { text: '使用二进制文件安装', link: 'https://docs.gitea.com/zh-cn/installation/install-from-binary' },
-        { text: '包管理器安装', link: 'https://docs.gitea.com/zh-cn/installation/install-from-package' },
-        { text: '使用源代码安装', link: 'https://docs.gitea.com/zh-cn/installation/install-from-source' },
-        { text: '在Linux中以service方式运行', link: 'https://docs.gitea.com/zh-cn/installation/linux-service' },//
-        { text: '注册为Windows服务', link: 'https://docs.gitea.com/zh-cn/installation/windows-service' },
-        { text: '使用Docker安装(rootless)', link: 'https://docs.gitea.com/zh-cn/installation/install-with-docker-rootless' },
-        { text: '使用Docker安装', link: 'https://docs.gitea.com/zh-cn/installation/install-with-docker' },
-        { text: '在Kubernetes中安装Gitea', link: 'https://docs.gitea.com/zh-cn/installation/install-on-kubernetes' },
-        { text: '在云服务器上安装Gitea', link: 'https://docs.gitea.com/zh-cn/installation/install-on-cloud-provider' },
-        { text: '从旧版Gitea升级', link: 'https://docs.gitea.com/zh-cn/installation/upgrade-from-gitea' },
       ]
     } as any,
     {
@@ -128,7 +124,7 @@ function sidebarDevStar(): DefaultTheme.SidebarItem[] {
       collapsible: true, // 使整个组可折叠
       collapsed: true, // 默认展开
       items: [
-        { text: '结合AI快速开始', link: 'devstar/usage/quick-start-with-ai' },
+        { text: 'devcontainer', link: 'src/devstar/usage/quick-start-with-ai' },
         {
           text: 'Actions',
           collapsible: true, // 使整个组可折叠

src/devstar/ai-code-reveiw.md

@@ -0,0 +1,32 @@
+# AI Code Review
+
+### AI Code Review与CI/CD工作流
+
+在您的项目中添加.gitea/workflows/code-review.yml , 这里使用kekxv/AiReviewPR@v0.0.6来进行AI Code Review
+```
+name: ai-reviews
+
+on:
+  pull_request:
+    types: [opened, synchronize]
+
+jobs:
+  review:
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+      - name: Review code
+        uses: kekxv/AiReviewPR@v0.0.6
+        with:
+          model: ${{ vars.MODEL }}
+          host: ${{ vars.OLLAMA_HOST }}
+          REVIEW_PULL_REQUEST: false
+```
+DevStar代码托管平台中项目设置、用户设置和后台管理中都可以设置变量vars.MODEL、vars.OLLAMA_HOST等。
+
+### AI Code Review详解
+

src/devstar/ai-devops.md

@@ -3,7 +3,7 @@
 
 DevStar AI+ DevOps 是一个完整的AI驱动研发平台解决方案，通过集成 DevStar平台、代码大语言模型、Gitea MCP Server和 AI Code Tools（Cursor、Claude Code、iFlow等），为开发者提供智能化研发支撑体系。
 
-## 🚀 快速部署
+## 🚀 快速部署配置指南
 
 ### 一、部署 DevStar 代码托管平台
 
@@ -18,6 +18,8 @@ sudo devstar start
 
 ### 二、Ollama私有部署代码大模型
 
+> 如您使用第三方API及Token可以跳过这一部分。
+
 Ubuntu-20.04下完成安装：
 ```
 curl -fsSL https://ollama.com/install.sh | sh
@@ -53,7 +55,9 @@ systemctl restart ollama
 
 安装完成后，我们得到API URL,比如http://172.16.94.26:11434/api/tags model比如qwen2.5-coder:32b token比如TOKEN***************
 
-### 三、配置AI Code Review到CI/CD工作流中
+### 三、在项目中使用代码大模型
+
+#### 配置AI Code Review到CI/CD工作流中
 
 在您的项目中添加.gitea/workflows/code-review.yml , 这里使用kekxv/AiReviewPR@v0.0.6来进行AI Code Review
 ```
@@ -81,6 +85,77 @@ jobs:
 ```
 DevStar代码托管平台中项目设置、用户设置和后台管理中都可以设置变量vars.MODEL、vars.OLLAMA_HOST等。
 
-### 四、使用ai-develops项目模板完整演示DevStar AI+ DevOps的CI/CD工作流及AI Code Review
+#### 安装配置MCP Server
+
+在 VS Code 中使用，要快速安装，请使用如下安装按钮。
+
+[![在 VS Code 中使用 Docker 安装](https://img.shields.io/badge/VS_Code-Install_Server-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://insiders.vscode.dev/redirect/mcp/install?name=gitea&inputs=[{%22id%22:%22gitea_token%22,%22type%22:%22promptString%22,%22description%22:%22Gitea%20Personal%20Access%20Token%22,%22password%22:true}]&config={%22command%22:%22docker%22,%22args%22:[%22run%22,%22-i%22,%22--rm%22,%22-e%22,%22GITEA_ACCESS_TOKEN%22,%22docker.gitea.com/gitea-mcp-server%22],%22env%22:{%22GITEA_ACCESS_TOKEN%22:%22${input:gitea_token}%22}}) [![在 VS Code Insiders 中使用 Docker 安装](https://img.shields.io/badge/VS_Code_Insiders-Install_Server-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://insiders.vscode.dev/redirect/mcp/install?name=gitea&inputs=[{%22id%22:%22gitea_token%22,%22type%22:%22promptString%22,%22description%22:%22Gitea%20Personal%20Access%20Token%22,%22password%22:true}]&config={%22command%22:%22docker%22,%22args%22:[%22run%22,%22-i%22,%22--rm%22,%22-e%22,%22GITEA_ACCESS_TOKEN%22,%22docker.gitea.com/gitea-mcp-server%22],%22env%22:{%22GITEA_ACCESS_TOKEN%22:%22${input:gitea_token}%22}}&quality=insiders)
+
+也可以在项目中添加到 .vscode/mcp.json 文件如下：
+
+```
+{
+  "mcp": {
+    "inputs": [
+      {
+        "type": "promptString",
+        "id": "gitea_token",
+        "description": "Gitea 个人访问令牌",
+        "password": true
+      }
+    ],
+    "servers": {
+      "gitea-mcp": {
+        "command": "docker",
+        "args": [
+          "run",
+          "-i",
+          "--rm",
+          "-e",
+          "GITEA_HOST",
+          "-e",
+          "GITEA_ACCESS_TOKEN",
+          "docker.gitea.com/gitea-mcp-server"
+        ],
+        "env": {
+          "GITEA_HOST": "--host http://172.16.94.26",
+          "GITEA_ACCESS_TOKEN": "${input:gitea_token}"
+        }
+      }
+    }
+  }
+}
+```
+
+#### 配置AI IDE/CLI使用私有大模型及MCP Server
+
+* Copilot，简要文字描述，不要上太多图，可以提供官方配置链接
+* Cursor
+* Continue
+* ...
+
+## 🚀 DevStar AI+ DevOps演示
+
+在前面部署配置的基础上，我们以VSCode + Copilot或者Continue等为例，演示AI生成代码、触发CI/CD工作流及AI Code Review
+
+### 创建一个项目
+
+使用ai-develops项目模板创建项目
 
 todo
+
+### AI生成代码
+
+todo
+
+### 提交PR
+
+todo
+
+### AI Code Review
+
+todo
+
+### 合并PR
+
+todo

src/devstar/install/install-k8s.md

@@ -3,7 +3,7 @@ outline: deep
 weight: 2
 ---
 
-# 快速开始
+# 使用shell脚本安装
 
 如果您是在Windows环境下，请在cmd命令行下先运行如下命令：
 ```md

src/devstar/install/quick-start.md

@@ -0,0 +1,39 @@
+---
+outline: deep
+weight: 2
+---
+
+# 快速开始
+
+如果您是在Windows环境下，请在cmd命令行下先运行如下命令：
+```md
+powershell wsl --install -d Ubuntu-20.04
+```
+如果以上命令无法自动完成安装WSL，可以手动执行如下消耗完成命令安装：
+```md
+dism.exe /Online /Enable-Feature /FeatureName:Microsoft-Windows-Subsystem-Linux /All /LimitAccess /All
+dism.exe /Online /Enable-Feature /FeatureName:VirtualMachinePlatform /All /LimitAccess
+```
+在Ubuntu-20.04下完成安装：
+```md
+wget -c https://devstar.cn/assets/install.sh && chmod +x install.sh && sudo ./install.sh
+devstar help
+------------------------------------------------------------------------
+DevStar usage help:
+  help, -h, --help,     Help information
+  start                 Start DevStar Studio
+      --port=<arg>      Specify the port number (default port is 80)
+      --ssh-port=<arg>  Specify the ssh-port number (default ssh-port is 2222)
+      --version=<arg>   Specify the DevStar Studio Image Version (default verson is latest)
+      --image=<arg>     Specify the DevStar Studio Image example: devstar-studio:latest 
+  stop                  Stop the running DevStar Studio
+  logs                  View the logs of the devstar-studio container
+  clean                 Clean up the running DevStar Studio, including deleting user data. Please use with caution.
+------------------------------------------------------------------------
+sudo devstar start
+...
+-------------------------------------------------------
+DevStar started in http://192.168.234.210:80 successfully!
+-------------------------------------------------------
+```
+然后通过浏览器打开http://192.168.234.210:80  完成后配置安装，默认第一个注册用户为管理员账户。

src/devstar/mcp-server.md

@@ -0,0 +1,51 @@
+
+# MCP Server
+
+### 快速安装配置MCP Server
+
+在 VS Code 中使用，要快速安装，请使用如下安装按钮。
+
+[![在 VS Code 中使用 Docker 安装](https://img.shields.io/badge/VS_Code-Install_Server-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://insiders.vscode.dev/redirect/mcp/install?name=gitea&inputs=[{%22id%22:%22gitea_token%22,%22type%22:%22promptString%22,%22description%22:%22Gitea%20Personal%20Access%20Token%22,%22password%22:true}]&config={%22command%22:%22docker%22,%22args%22:[%22run%22,%22-i%22,%22--rm%22,%22-e%22,%22GITEA_ACCESS_TOKEN%22,%22docker.gitea.com/gitea-mcp-server%22],%22env%22:{%22GITEA_ACCESS_TOKEN%22:%22${input:gitea_token}%22}}) [![在 VS Code Insiders 中使用 Docker 安装](https://img.shields.io/badge/VS_Code_Insiders-Install_Server-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://insiders.vscode.dev/redirect/mcp/install?name=gitea&inputs=[{%22id%22:%22gitea_token%22,%22type%22:%22promptString%22,%22description%22:%22Gitea%20Personal%20Access%20Token%22,%22password%22:true}]&config={%22command%22:%22docker%22,%22args%22:[%22run%22,%22-i%22,%22--rm%22,%22-e%22,%22GITEA_ACCESS_TOKEN%22,%22docker.gitea.com/gitea-mcp-server%22],%22env%22:{%22GITEA_ACCESS_TOKEN%22:%22${input:gitea_token}%22}}&quality=insiders)
+
+也可以在项目中添加到 .vscode/mcp.json 文件如下：
+
+```
+{
+  "mcp": {
+    "inputs": [
+      {
+        "type": "promptString",
+        "id": "gitea_token",
+        "description": "Gitea 个人访问令牌",
+        "password": true
+      }
+    ],
+    "servers": {
+      "gitea-mcp": {
+        "command": "docker",
+        "args": [
+          "run",
+          "-i",
+          "--rm",
+          "-e",
+          "GITEA_HOST",
+          "-e",
+          "GITEA_ACCESS_TOKEN",
+          "docker.gitea.com/gitea-mcp-server"
+        ],
+        "env": {
+          "GITEA_HOST": "--host http://172.16.94.26",
+          "GITEA_ACCESS_TOKEN": "${input:gitea_token}"
+        }
+      }
+    }
+  }
+}
+```
+
+### MCP Server使用注意事项
+
+* Copilot，简要文字描述，不要上太多图，可以提供官方配置链接
+* Cursor
+* Continue
+* ...