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June 9-10, 2026
Bengaluru, India
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Sponsored Session: You Built an MCP Server – Now What? The Path from Prototype to Production - Jatin Mehrotra & Varsha Das, AWS
Wednesday June 10, 2026 2:55pm - 3:20pm IST
Scarlet 2&3
MCP prototyping on a laptop is deceptively simple — a few decorators, a stdio transport, and your agent has tools. But the moment you try to serve your team, reality hits: who authenticates callers, how do sessions stay isolated, what happens when three agents invoke your server concurrently, and who traces the call that went wrong at 2 AM?

This talk follows the lifecycle of a real MCP server — from a single-file prototype to a production deployment running on a managed cloud runtime. Along the way, we unpack the four walls every MCP server hits on its way out of localhost: transport (stdio to streamable HTTP), identity (from trust-everyone to verify-everything), concurrency (single-user to multi-session isolation), and observability (from print() to distributed traces).

The highlight is a live demo where we take a three-tool MCP server, deploy it to a managed runtime with zero infrastructure code, connect an AI agent that discovers those tools automatically via the MCP protocol, and then show what production actually looks like — traced multi-tool invocations, session memory across turns, and guardrails blocking a destructive call in real time.

You will leave with a clear mental model of the production gap, a concrete deployment path you can replicate the same evening, and a checklist of what "production-ready" actually means for MCP servers — so the next tool you build doesn't stay trapped on your laptop.
Speakers
avatar for Jatin Mehrotra

Jatin Mehrotra

Developer Advocate, AWS
I am a developer advocate at AWS. I focus on building cloud infrastructure based solutions and now focusing on Generative AI solutions while prioritising a developer-centric approach to my work. Outside of work, I enjoys lifting, Hiking and Saunas.
avatar for Varsha Das

Varsha Das

Developer Advocate, AWS
Backend engineer turned Developer Advocate. 7 years in healthcare + fintech taught me that technical complexity is just storytelling waiting to happen. As a Developer Advocate at AWS, I tell those stories better through demos, write technical deep-dives, and speak at conferences... Read More →
Wednesday June 10, 2026 2:55pm - 3:20pm IST
Scarlet 2&3
  Building with MCP

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