MCP云运行示例-谷歌商店模拟
此项目演示了如何将MCP服务器部署到Google Cloud Run。这个特定的实现模仿了Google Store API，提供了有关手机、耳机、手表等的数据。
设置GCP项目
配置您的工作项目：
gcloud config set project [PROJECT_ID]启用所需的API：
gcloud services enable \
run.googleapis.com \
artifactregistry.googleapis.com \
cloudbuild.googleapis.com使用uv启动项目
uv init --description "Example of deploying a Google Store Mock MCP server on Cloud Run" --bare --python 3.13创建服务帐户
gcloud iam service-accounts create mcp-server-sa --display-name="MCP Server Service Account"服务器.py
服务器使用 FastMCP 定义用于模拟Google Store数据的工具和资源。
import asyncio
import logging
import os
from typing import List, Dict, Any, Optional
from fastmcp import FastMCP
logger = logging.getLogger(__name__)
logging.basicConfig(format="[%(levelname)s]: %(message)s", level=logging.INFO)
mcp = FastMCP("Google Store Mock Server 📱⌚🏠")
# Mock data for Google Store
STORE_PRODUCTS = [
# Phones
{
"id": "p9pxl",
"category": "phones",
"name": "Pixel 9 Pro XL",
"description": "The most powerful Pixel yet, with a pro-level camera and Gemini AI.",
"price": 1099.00,
"currency": "USD",
"specs": ["6.8-inch Super Actua display", "Triple rear camera system", "Tensor G4 chip"]
},
# ... (see server.py for full data)
]
@mcp.tool()
def list_categories() -> List[str]:
"""Lists all available product categories in the Google Store."""
# ...
@mcp.tool()
def get_products_by_category(category: str) -> List[Dict[str, Any]]:
"""Retrieves all products for a specific category."""
# ...
@mcp.tool()
def get_product_details(product_name: str) -> Optional[Dict[str, Any]]:
"""Retrieves detailed information about a specific product."""
# ...
@mcp.tool()
def get_active_offers() -> List[Dict[str, Any]]:
"""Retrieves currently active offers and promotions."""
# ...
if __name__ == "__main__":
port = int(os.environ.get("PORT", 8080))
asyncio.run(
mcp.run_async(
transport="streamable-http",
host="0.0.0.0",
port=port
)
)软件包安装
uv add fastmcp==2.12.4 --no-sync部署到云端运行
export GOOGLE_CLOUD_PROJECT=your-project-id
gcloud run deploy google-store-mcp-server \
--service-account=mcp-server-sa@$GOOGLE_CLOUD_PROJECT.iam.gserviceaccount.com \
--no-allow-unauthenticated \
--region=europe-west1 \
--source=. \
--labels=dev-tutorial=codelab-mcp解决局部紫外线问题
如果您遇到以下问题 uv.lock 涉及私有注册表的文件：
# Delete the old lockfile
rm uv.lock
# Regenerate it forcing the public index
uv lock --default-index https://pypi.org/simple
# Authenticate for local development if needed
gcloud auth login
gcloud auth application-default login
uv pip install keyrings.google-artifactregistry-auth
export UV_KEYRING_PROVIDER=subprocess