Connecting AI agents with unstructured data using Google Cloud Storage MCP Servers

Google Cloud Storage (GCS) MCP server enables secure, standardized AI agent access to unstructured data at scale. The post shares examples from Palo Alto Networks (Strata Co-Pilot), Airwallex (AI Assistant), and Snap (Job Optimization Agent) demonstrating GCS as a data backbone for production agents, and explains how to integrate auto annotations and object contexts to turn passive storage objects into rich reasoning context.