Name: Sponsored Session: Your Agents don't like to talk to APIs : Building Multi-agent systems with MCPs - Anannya Roy Chowdhury, AWS
Start: 2026-06-15T16:50:00+0530
End: 2026-06-15T17:15:00+0530

June 14-15, 2026
Mumbai, India
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Sponsored Session: Your Agents don't like to talk to APIs : Building Multi-agent systems with MCPs - Anannya Roy Chowdhury, AWS

Monday June 15, 2026 4:50pm - 5:15pm IST

Lotus 3 (Level 3)

Modern AI agents struggle not because of reasoning limits, but because of interaction with tools on interfaces designed for humans. In agentic systems, this mismatch leads to incorrect tool selection, redundant calls, increased latency, & weak workflows that fail under real-world conditions. As MCP emerges as a standard for how models connect with tools & applications (LF Events), it provides a path to move from heuristic interactions to structured, contract-driven systems.

Taking a travel customer use case, this talk explores how the MCP redefines agent-tool interaction through schema-based contracts, enabling deterministic execution & reducing ambiguity. We’ll dive into MCP architecture—servers, clients, transports—& demonstrate how standardized tool definitions improve reliability & efficiency in agent workflows. We’ll compare a traditional API-driven approach with an MCP-based design, highlighting measurable improvements in latency, cost, & system behavior.

We’ll also cover production architectures: building MCP-compliant services, scaling them using containerized infrastructure, & implementing observability, security, & governance & failure handling real-world deployments.

Speakers

Anannya Roy Chowdhury

Developer Advocate, AWS

Anannya is an AI Engineer and Architect specializing in Agentic systems, production-grade GenAI, and Responsible AI design. As a GenAI Developer/Advocate at AWS, she works at the intersection of building multi-agent architectures, observability, and real-world AI deployment to—helping... Read More →

MCP DEV SUMMIT MUM pptx

Monday June 15, 2026 4:50pm - 5:15pm IST
Lotus 3 (Level 3)

Building with MCP

Session Slides Yes

MCP Dev Summit Mumbai 2026

Anannya Roy Chowdhury

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MCP Dev Summit Mumbai 2026

Anannya Roy Chowdhury

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