GoogleCloudPlatform/gemini-cloud-assist-mcp

Latest recorded source activity: October 17, 2026 at 04:08

SkillsMP catalog refreshed: November 9, 2026 at 14:22

skills collected: 5

GitHub stars: 70
GitHub forks: 23

Install with an AI assistant

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Follow https://skillsmp.com/skill-install/prompt.md to install Agent Skills from https://github.com/GoogleCloudPlatform/gemini-cloud-assist-mcp.

Repository README

Repository README source: README.md

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# Gemini Cloud Assist MCP server > [!IMPORTANT] > **Private Preview Notice** > The Gemini Cloud Assist MCP server APIs are currently in Private Preview and are behind an allowlist. Please contact your Google Cloud account team to request access. [![](https://img.shields.io/github/license/GoogleCloudPlatform/gemini-cloud-assist-mcp)](./LICENSE) This repository connects AI coding agents to **Cloud Operator**, the operator agent of [Gemini Cloud Assist](https://cloud.google.com/gemini/docs/cloud-assist/). Cloud Operator sees your live Google Cloud resources, logs, metrics, billing and policies, and helps you: - **Troubleshoot** incidents and find root causes. - **Review rollouts** for readiness and monitor them. - **Design and review infrastructure:** Terraform, Kubernetes and Helm, with changes written as reviewable file edits. - **Optimize costs.** - **Answer how-to questions**, grounded in the Google Cloud documentation. > [!NOTE] > The **Google Cloud Platform Terms of Service** (available at https://cloud.google.com/terms/) and the **Data Processing and Security Terms** (available at https://cloud.google.com/terms/data-processing-terms) do not apply to any component of the Gemini Cloud Assist MCP Server software. ## How it works The [`cloud-operator` plugin](plugins/cloud-operator/README.md) adds Cloud Operator to your agent. It installs: - the **`cloud-operator` skill**, which tells your agent when to hand Google Cloud work to Cloud Operator and how to send it the context it needs; - the **`autocloud` MCP server** (`https://geminicloudassist.googleapis.com/mcp/autocloud`), signed in with your Google credentials (Application Default Credentials). ## Install Follow the [installation guide](plugins/cloud-operator/README.md#get-started): it takes you through the prerequisites, removing an earlier install, installing the plugin in your agent, and your first call. The plugin works in: - Claude Code - Codex - Antigravity - Gemini CLI - OpenCode - Pi ## MCP tools The `/mcp/autocloud` endpoint serves these Cloud Operator tools: | Tool | Description | | :--- | :--- | | **`ask_cloud_operator`** | Hands Google Cloud work to the Cloud Operator agent: incident and root-cause investigation, rollout review, cost optimization, Terraform review and generation, and how-to answers. Returns a `contextId` that continues the session on follow-up calls. | | **`search_operator_sessions`** | Lists your Cloud Operator sessions in a project. | | **`fetch_operator_session`** | Fetches a Cloud Operator session by its `contextId`, including its turns. | > **Note:** These tools should not be treated as stable APIs. Parameters might be renamed or modified as Gemini Cloud Assist evolves. ## Contributing - If you encounter a bug, please file an issue on our [GitHub Issues](https://github.com/GoogleCloudPlatform/gemini-cloud-assist-mcp/issues) page. - Before sending a pull request, please review our [Contributing Guide](./docs/CONTRIBUTING.md). ## License This project is licensed under the Apache 2.0 License and provided as-is, without warranty or representation for any use or purpose. For details, see the [LICENSE](./LICENSE) file.

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Skills in this repository

classification pending

skill

occupation

description

updated

preferences

unclassified

Save or update the user's standing GCP preferences (environments, regions, conventions, IaC tooling, compliance, change policy, cost guardrails) in the Cloud Operator preferences file, which is sent to the Cloud Operator Agent at the start of every session.…

2026-10-17

setup

unclassified

Health check for the Cloud Operator plugin's own connection - default project, Application Default Credentials quota project, and an ask_cloud_operator smoke call - plus saved preferences. Use only when the user runs /cloud-operator:setup or asks to set up or…

2026-10-17

preferences

unclassified

Capture or update the user's GCP operating preferences in ~/.config/cloud-operator/preferences.md (default project, operator agent, regions, conventions, tooling, change policy, security, cost, communication) and send them to the cloud operator's memory. Use…

2026-10-17

setup

unclassified

Set up Cloud Operator in Codex: use an existing OAuth client or create one in Cloud Console, register the autocloud MCP server (30-minute tool timeout) and sign in, choose the operator project and agent (creating the agent in Cloud Console if you don't have…

2026-10-17

autocloud-operator

unclassified

Google Cloud (GCP) assistant and operator via the autocloud ask_cloud_operator MCP tool. Use for any GCP request: how-to/why, gcloud or Terraform syntax, architecture design, managing resources, Terraform/Kubernetes/Helm, rollouts, incidents, costs. Invoke it…

2026-10-16

Showing 5 of 5 collected skills.