Cloud Run MCP 深度测评：Serverless 架构下的模型控制新范式

# 1. 克隆项目
git clone https://github.com/GoogleCloudPlatform/cloud-run-mcp.git
cd cloud-run-mcp

# 2. 登录GCP并设置项目
gcloud auth login
gcloud config set project YOUR_PROJECT_ID

# 3. 安装依赖并构建
npm install
npm run build

# 4. 部署到Cloud Run
gcloud run deploy cloud-run-mcp \
  --source . \
  --platform managed \
  --region us-central1 \
  --allow-unauthenticated

# 安装gcloud CLI
Invoke-WebRequest -Uri "https://dl.google.com/dl/cloudsdk/channels/rapid/GoogleCloudSDKInstaller.exe" -OutFile "$env:TEMP\gcloud_install.exe"
Start-Process -Wait -FilePath "$env:TEMP\gcloud_install.exe"

# 通过Homebrew安装工具
brew install --cask google-cloud-sdk
brew install node docker

# 安装依赖
sudo apt-get update
sudo apt-get install -y apt-transport-https ca-certificates curl gnupg

# 安装Node.js
curl -fsSL https://deb.nodesource.com/setup_18.x | sudo -E bash -
sudo apt-get install -y nodejs

# 安装Docker
curl -fsSL https://get.docker.com | sh

{
  "mcpServers": {
    "cloud-run-mcp": {
      "type": "sse",
      "url": "https://your-service-url.a.run.app",
      "headers": {
        "Authorization": "Bearer $(gcloud auth print-identity-token)"
      }
    }
  }
}

// deploy-app.js
import { McpClient } from '@modelcontextprotocol/sdk';
import { GoogleAuth } from 'google-auth-library';

const auth = new GoogleAuth();
const client = new McpClient({
  transport: 'sse',
  url: 'https://your-mcp-service.a.run.app',
  headers: {
    Authorization: `Bearer ${await auth.getAccessToken()}`
  }
});

// AI生成的React应用代码
const reactAppCode = `
import React from 'react';
export default function App() {
  return <h1>AI生成的应用已部署！</h1>;
}
`;

// 通过MCP部署
const result = await client.request('deploy/to-cloud-run', {
  code: reactAppCode,
  runtime: 'nodejs18',
  region: 'us-central1'
});

console.log(`应用已部署，访问地址：${result.url}`);

node deploy-app.js
# 输出：应用已部署，访问地址：https://react-app-123456-uc.a.run.app