Onkara developed the Storage Insights Analytics feature for the googleapis/gcloud-mcp repository, focusing on enabling analytical queries directly on storage objects and buckets. Leveraging BigQuery, Google Cloud, and Node.js, Onkara implemented new tools such as list_insights_configs, get_metadata_table_schema, and execute_insights_query, which allow users to extract and analyze storage metadata without relying on external solutions. The work included updating internal documentation to guide usage and integration, ensuring the tools are accessible and maintainable. Although no major bugs were addressed during this period, the feature delivered end-to-end analytics capabilities, supporting data-driven storage optimization and operational insights within the platform.