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June 14-15, 2026
Mumbai, India
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IMPORTANT NOTE: Timing of sessions and room locations are subject to change.


Sunday June 14, 2026 5:40pm - 6:05pm IST
Securely database connections in MCP based Agentic applications has become a critical challenge. Traditional approaches for connectivity introduce risks such as prompt injection, over-permissioned access, and lack of observability.

This talk introduces the Model Context Protocol (MCP) Toolbox for Databases, an open-source framework that standardizes how AI agents interact with data systems. By treating database access as a structured, reusable, and secure set of tools, developers can enable agents to perform meaningful operations while maintaining strict control over data exposure. Toolbox secures your agentic workflows for resources or tool executions
by acting as an OAuth 2.1 Resource Server that validates JWT Bearer tokens from your OIDC provider.

Through a real-world case study, we will demonstrate how to build an intelligent agent that combines semantic vector search with transactional workflows like inventory updates and cart management, all powered through a unified MCP configuration.

So join us to learn how MCP enables scalable, high-performance agentic architectures using efficient connection pooling, without compromising on security, observability, or control.
Speakers
avatar for Shivay Lamba

Shivay Lamba

Senior ML Engineer, Qualcomm
Shivay Lamba is a software developer specializing in DevOps, Machine Learning and Full Stack Development.

He is an Open Source Enthusiast and has been part of various programs like Google Code In and Google Summer of Code as a Mentor and is currently a MLH Fellow. He has also worked at organizations like Amazon, EY, Genpact. He is a Tensorflow.JS SIG member and community lead from In... Read More →
avatar for Anushka Saxena

Anushka Saxena

Software Application Development Apprentice, Google
I'm a passionate advocate for cloud-native technologies and an active contributor to the CNCF community. Currently I'm working as a Software Application Development Appprentice at Google (GCP Databases, MCP Toolbox) and I'm a LFX mentee in the CloudNativePG project. I was a participant... Read More →
Sunday June 14, 2026 5:40pm - 6:05pm IST
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