AI agents can now run SQL against Oracle databases hosted on Google Cloud without custom natural-language-to-SQL middleware, bastion VMs or plaintext database passwords. Google Cloud said Tuesday that its remote Model Context Protocol server for Oracle workloads is generally available, built on an ExecuteSQL Data API that enforces Google Cloud IAM policies and pulls credentials from Secret Manager automatically.

The MCP server, first announced at Google Cloud Next ’26, headed a batch of Oracle AI Database@Google Cloud updates the company unveiled at Oracle AI World in Las Vegas. Product managers Kunal Agarwal and Kiran Shenoy laid them out in a Google Cloud blog post . Most of the data-movement pieces are in preview, with sign-up forms for customers who want early access.

Picking how Oracle data reaches BigQuery

Google described three integration patterns and published a table comparing their freshness and their load on Oracle transaction systems.…