google-cloud-mcp

概述

Google Cloud MCP 服务器通过模型上下文协议 (MCP) 提供 Google Cloud Platform 服务的广泛集成。它提供专业工具用于计费分析、错误监控、IAM 管理、日志查询、Spanner 数据库操作、指标监控、性能分析和分布式跟踪。该服务器支持服务账户密钥文件和环境变量两种认证方法，使其适用于各种部署场景。文档清晰，提供大量示例，用户可以通过自然语言提示轻松连接其 GCP 资源。

试试问 AI

装完之后，这里有 5 个你可以让 AI 做的事：

• gcp-billing-list-accounts

  List all Google Cloud billing accounts

  试试:Show me all my billing accounts
• gcp-billing-analyse-costs

  Analyze costs for a specific Google Cloud project

  试试:Analyse costs for project my-app-prod-123 for the last 30 days
• gcp-error-reporting-list-groups

  List error groups from Google Cloud Error Reporting

  试试:Show me error groups from project my-webapp-prod-789 for the last hour
• gcp-iam-get-project-policy

  Get IAM policy for a Google Cloud project

  试试:Get IAM policy for project my-webapp-prod-123
• gcp-logging-query-logs

  Query and filter log entries from Google Cloud Logging

  试试:Show me logs from project my-app-prod-123 from the last hour with severity ERROR
• gcp-spanner-execute-query

  Execute SQL queries on Google Cloud Spanner databases

  试试:Execute SQL: SELECT COUNT(*) FROM users in database user-db in project my-app-456
• gcp-monitoring-query-metrics

  Retrieve and analyze metrics from Google Cloud Monitoring

  试试:Show me CPU utilisation metrics for project web-app-prod-123 for the last 6 hours
• gcp-profiler-list-profiles

  List CPU and heap profiles from Google Cloud Profiler

  试试:List CPU profiles from project my-java-app-123 for the last 24 hours
• gcp-trace-get-trace

  Get details of a specific trace from Google Cloud Trace

  试试:Get trace details for ID abc123def456 in project distributed-app-789
• gcp-billing-cost-recommendations

  Generate cost optimization recommendations for Google Cloud billing

  试试:Generate cost recommendations for billing account billingAccounts/123456-789ABC-DEF012
• gcp-iam-test-project-permissions

  Test specific permissions for a Google Cloud project

  试试:Test if I have storage.buckets.create permission on project data-lake-456
• gcp-monitoring-query-natural-language

  Query Google Cloud Monitoring using natural language

  试试:Query memory usage for instances in project backend-services-789

可对比工具

安装

# 克隆并安装仓库
git clone https://github.com/krzko/google-cloud-mcp.git
cd google-cloud-mcp
pnpm install
pnpm build

# 身份验证到 Google Cloud
gcloud auth application-default login

# 在 Claude Desktop 中配置
{
  "mcpServers": {
    "google-cloud-mcp": {
      "command": "node",
      "args": ["/path/to/google-cloud-mcp/dist/index.js"],
      "env": {
        "GOOGLE_APPLICATION_CREDENTIALS": "/path/to/credentials.json"
      }
    }
  }
}

FAQ

支持哪些认证方法？

该服务器支持通过 GOOGLE_APPLICATION_CREDENTIALS 环境变量的服务账户密钥文件（推荐），或直接使用 GOOGLE_CLIENT_EMAIL 和 GOOGLE_PRIVATE_KEY 环境变量。

如何解决超时问题？

在配置中启用调试日志 'debug: true'，设置 'lazyAuth: true' 延迟认证直到需要时，确保凭据可访问，并检查日志中的错误消息。

google-cloud-mcp 对比