Google Cloud CLI MCP server enters public preview for gcloud and bq
Google’s Cloud CLI remote MCP server is in public preview at cloudcli.googleapis.com/mcp, exposing run_gcloud_command and run_bq_command so agents can run hundreds of admin commands without a local gcloud install. Enable the Cloud CLI Execution API, grant MCP Tool User, and commands run under the caller’s IAM in a network-isolated sandbox.