gcloud-mcp
Provides an MCP (Model Context Protocol) server that lets AI assistants interact with Google Cloud via the gcloud CLI (and the repo also lists additional MCP servers for observability, storage, and backupdr). The gcloud server exposes tools such as running gcloud commands; some commands may be restricted by agent permissions.
Score Breakdown
⚙ Agent Friendliness
🔒 Security
Security posture at the MCP layer is not fully specified in the provided README excerpt. The server relies on the gcloud CLI and therefore inherits IAM permissions. The README indicates some commands may be restricted by agent permissions (a positive safety control), but it does not document fine-grained auth/scopes at the MCP protocol level, secret-handling practices, or explicit operational safeguards (e.g., confirmation steps for destructive actions, structured permission model details).
⚡ Reliability
Best When
You want an MCP-capable client (Gemini CLI, Claude Desktop, Cursor, Cline, VS Code MCP) to safely mediate gcloud operations using predefined tools and permissions.
Avoid When
You cannot control or restrict what commands the agent can run, or you require strongly documented operational characteristics like retries/pagination/error codes at the MCP layer.
Use Cases
- • Natural-language execution of gcloud CLI tasks (e.g., create/list/describe resources) through an MCP client
- • Automating multi-step Google Cloud workflows by chaining multiple MCP tool calls
- • Enabling non-expert users to manage Google Cloud via constrained agent tooling
Not For
- • Direct unattended autonomous execution of high-risk gcloud commands without operator oversight
- • Use cases requiring a public HTTP/REST API for programmatic integration (this is primarily an MCP/CLI-driven tool server)
- • Environments where you cannot grant appropriate Google Cloud credentials/permissions
Interface
Authentication
README shows integration via npx and indicates gcloud CLI is required. It does not detail MCP-specific auth (e.g., OAuth, tokens, scopes) at the MCP server protocol level; authentication is likely inherited from the gcloud CLI credentials configured in the environment.
Pricing
Pricing for the npm package/hosting service is not described in the provided content.
Agent Metadata
Known Gotchas
- ⚠ Tool execution may be restricted by MCP permissions for certain gcloud commands; agents may fail or need different prompts when restricted.
- ⚠ Since commands run via gcloud CLI, operations are subject to the permissions and configuration of the underlying gcloud credentials in the runtime environment.
Alternatives
Full Evaluation Report
Comprehensive deep-dive: security analysis, reliability audit, agent experience review, cost modeling, competitive positioning, and improvement roadmap for gcloud-mcp.
AI-powered analysis · PDF + markdown · Delivered within 30 minutes
Package Brief
Quick verdict, integration guide, cost projections, gotchas with workarounds, and alternatives comparison.
Delivered within 10 minutes
Score Monitoring
Get alerted when this package's AF, security, or reliability scores change significantly. Stay ahead of regressions.
Continuous monitoring
Scores are editorial opinions as of 2026-03-30.