Cloud SDK 581.0.0 Streamlines MCP and Promotes AI Platform Commands to GA
Cloud SDK version 581.0.0 removes deprecated `gcloud beta services mcp` commands, as multi-cloud platform enablement is no longer required. It promotes several AI Platform semantic governance policy commands to General Availability, enhancing AI lifecycle management. The update also introduces new features and enhancements across BigQuery, Cloud IAM, Compute Engine, Kubernetes Engine, and includes a Bigtable client rebuild addressing a security vulnerability. This release affects developers and administrators leveraging Cloud SDK for GCP service management and AI development.
- →AI Platform
Breaking changes (2) ›
- Cloud SDK
581.0.0 (2026-08-18)
- Cloud SDK AI Platform
(Cloud Services) Removed gcloud beta services mcp enable , gcloud beta services mcp disable , and gcloud beta services mcp list as MCP enablement is no longer required and they have been functioning as no-ops. Added gcloud beta ai semantic-governance-policy-engine deprovision command to tear down a semantic governance policy engine, including its tenant project, GKE cluster, and PSC service attachments. Promoted gcloud ai semantic-governance-policies ( create , describe , update , delete , list ) and gcloud ai semantic-governance-policy-engine ( describe , update , deprovision ) commands from
https://docs.cloud.google.com/release-notes#August_18_2026
Related releases
- BigQuery Integrates Google Cloud Observability for Data Agent Monitoring Google Cloud release notes ·
- BigQuery Adds Time Series ML Functions, Deprecates Graph in Standard, and Enhances AI Agent CLI Access Google Cloud release notes ·
- Google Cloud details Hive Metastore modernization with Lakehouse runtime catalog Google Cloud Blog ·
- BigQuery User-Specific Reservation Limit Increased to 100 Google Cloud release notes ·
- Terraform Google Provider v7.45.0 Adds New Resources and Fixes Terraform Google Provider Releases ·
- GCP demonstrates cost-effective, adaptive gen AI streaming workflows on Dataflow Google Cloud Blog ·