Google Cloud's Organization Policy MCP server reaches general availability

Google Cloud said its Organization Policy MCP server became generally available on November 13, 2026, adding tools that let Gemini draft and test custom governance policies in plain language.

Google Cloud announced on November 13, 2026, that its Organization Policy MCP (Model Context Protocol) server has reached general availability, according to AI-powered cloud governance: what's new in Organization Policy. The update lets Gemini draft and dry-run custom governance constraints from natural-language descriptions instead of hand-written CEL code.

What's new in Organization Policy

The server reached general availability on November 13, 2026, with a catalog of more than 100 predefined policies.
New tools include ListConstraints, GetCustomConstraint, GetEffectivePolicy, CreatePolicy, and CreateCustomConstraint.
Gemini can author custom constraints from natural-language descriptions, replacing manual CEL authoring.
Gemini can generate compliant and non-compliant test configurations to dry-run a new policy before enforcement.
Custom constraint support now extends to Agent Runtime, Agent Search, Agent Studio, Cloud Run, and GKE.

What it means for people building with AI

As MCP becomes the default way AI agents call into cloud infrastructure, a general-availability governance server with natural-language policy authoring gives platform teams a concrete way to keep agentic access under control. Teams can describe a constraint in plain language, have Gemini generate both compliant and non-compliant test cases, and check the result before switching enforcement on.

Availability and next steps

The general-availability release also adds autonomous posture audits, drift detection, exemption management, and custom dashboards for governance, on top of the expanded custom constraint coverage across Agent Runtime, Agent Search, Agent Studio, Cloud Run, and GKE.

Sources

AI-powered cloud governance: what's new in Organization Policy (Google Cloud Blog, November 13, 2026, official)

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