MCP Dev Summit Mumbai 2026: Full Schedule

June 14-15, 2026
Mumbai, India
View More Details & Registration

The Sched app allows you to build your schedule but is not a substitute for your event registration. You must be registered for MCP Dev Summit Mumbai to participate in the sessions. If you have not registered but would like to join us, please go to the event registration page to purchase a registration..

IMPORTANT NOTE: Timing of sessions and room locations are subject to change.

8:30am IST

Registration & Badge Pick-Up

Sunday June 14, 2026 8:30am - 7:30pm IST

Lotus Foyer (Level 3)

Sunday June 14, 2026 8:30am - 7:30pm IST
Lotus Foyer (Level 3)

Registration

8:30am IST

Cloak Room + Luggage Storage

Sunday June 14, 2026 8:30am - 8:45pm IST

Lotus Foyer (Level 3)

Sunday June 14, 2026 8:30am - 8:45pm IST
Lotus Foyer (Level 3)

Registration

10:00am IST

Workshop: Building scalable, edge-native, production-grade MCP tools with RUST - Rajesh Sola, KPIT

Sunday June 14, 2026 10:00am - 11:00am IST

Lotus 3 (Level 3)

The emergence of the Model Context Protocol is transforming how AI agents interact with tools, data, and real-world systems. However, most early MCP implementations rely on high-level runtimes that are not well-suited for embedded and resource-constrained edge environments. This session explores how RUST enables a new class of high-performance, memory-safe MCP servers designed specifically for...
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Speakers

Rajesh Sola

Education Architect, KPIT Technologies Ltd

Rajesh is working as an Education Architect at KPIT technologies Ltd. He is currently focusing on technical competency building for middleware technologies and connected vehicle solutions. He has 20 years of experience with core focus on Modern Programming, System Design, Embedded... Read More →

RUST Edge MCP Tutorial pdf

Sunday June 14, 2026 10:00am - 11:00am IST
Lotus 3 (Level 3)

Building with MCP

Audience Experience Level Intermediate
Session Slides Yes

10:00am IST

Workshop: Enabling MCP at Enterprise Scale: Navigating Authentication and Governance Challenges - Shannon Williams & Chris Urwin, Obot AI

Sunday June 14, 2026 10:00am - 11:00am IST

Lotus 2 (Level 3)

**Space Limited - First Come, First Served. Please bring a fully charged laptop to the workshop**Enterprise adoption of the Model Context Protocol is accelerating — but the path from "MCP works on my laptop" to "MCP running securely across our organization" is windy and challenging. Building MCP servers isn't particularly hard. The real challenges are OAuth, identity sprawl, and the...
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Speakers

Shannon Williams

President, Obot AI

I am the President and co-founder of Obot AI, and have been building open source software for the last 20 years. Prior to starting Obot, I co-founded Cloud.com (creator of CloudStack) and Rancher Labs (creator of Rancher, k3s, Longhorn, etc). I was a board member of the CNCF for 4... Read More →

Chris Urwin

VP of Field Engineering, Obot AI

Chris Urwin is VP of Field Engineering at Obot AI and a veteran engineering leader. With deep hands-on experience in cloud‑native platforms, Kubernetes, containers, CI/CD, and developer tooling, he builds and scales global technical teams. Chris bridges product, engineering, and... Read More →

Sunday June 14, 2026 10:00am - 11:00am IST
Lotus 2 (Level 3)

Enterprise Adoption + Integration

Audience Experience Level Intermediate

11:00am IST

Morning Break

Sunday June 14, 2026 11:00am - 11:30am IST

Lotus Foyer (Level 3)

Sliced fresh Fruits (VE, GF)Watermelon, grapes, kiwi, dragon fruit, papayaSabudana vada with mint chutney (VE, GF)Tapioca pearls and potato patties, lightly baked/pan-fried Masala Uttapams (VE, GF)Rice pancakes with onion, tomato, and coriander, served with coconut chutney (Contains Mustard)Lentil curry sambar with drumsticks (VE, GF)(Contains Mustard)Vanilla Tea cake (V) (Contains Milk, Wheat,...
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Sunday June 14, 2026 11:00am - 11:30am IST
Lotus Foyer (Level 3)

Meals + Breaks + Special Events

11:30am IST

Workshop: Beyond RAG: Building a Context Engine for Multi-Agent Systems Using MCP - Saradindu Sengupta, Lytx Inc

Sunday June 14, 2026 11:30am - 12:30pm IST

Lotus 2 (Level 3)

**Space Limited - First Come, First Served. Please bring a fully charged laptop to the workshop**As agentic systems evolve from single-step tasks to orchestrated workflows, maintaining structured, evolving context becomes a core engineering challenge. While Retrieval-Augmented Generation (RAG) improves access to information, most implementations treat the knowledge source as a static,...
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Speakers

Saradindu Sengupta

ML Engineer, Lytx Inc., Lytx Inc

I am working at Lytx Inc. as an ML Engineer, where my primary area of work is building ML inference platforms focusing on video analytics and a visual language model. I have over 6 years of professional experience in building ML systems from the ground up since finishing my master's... Read More →

Context Engine Workshop pptx

Context Engine Workshop pdf

Sunday June 14, 2026 11:30am - 12:30pm IST
Lotus 2 (Level 3)

Agent Architecture + Orchestration

Audience Experience Level Advanced
Session Slides Yes

11:30am IST

Workshop: Building Production-Ready MCP Servers: Lessons From an Open Source Template - Abhishek Kumar & Deepak Koul, Red Hat

Sunday June 14, 2026 11:30am - 12:30pm IST

Lotus 3 (Level 3)

**Space Limited - First Come, First Served. Please bring a fully charged laptop to the workshop**Most MCP tutorials stop at "hello world." This session goes further. We will walk through how we built a production-grade, open source MCP server template at Red Hat, covering FastMCP + FastAPI integration, multiple transport protocols (HTTP, SSE, streamable-HTTP), OAuth with PostgreSQL token...
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Speakers

Deepak Koul

Senior Engineering Manager, Red Hat

Likes to ideate, build and talk about AI

Abhishek Kumar

Architect, Red Hat

Architect & Technical Lead at Red Hat with 15+ years in backend, distributed systems, and cloud-native tech. Currently building Agentic AI solutions using MCP, AI agents, and intelligent data platforms. Works across Java, Python, AWS, Quarkus, and OpenShift. Passionate about open... Read More →

building production ready mcp servers pdf

Sunday June 14, 2026 11:30am - 12:30pm IST
Lotus 3 (Level 3)

Building with MCP

Audience Experience Level Any
Session Slides Yes

12:30pm IST

Attendee Lunch

Sunday June 14, 2026 12:30pm - 2:00pm IST

Lotus Foyer (Level 3)

SaladsPiquant potato salad with gherkins, capers and lemon olive dressing (VE)(Contains Mustard)Salad of watermelon and feta, milled black pepper, rucola, balsamic drizzle (GF)(Contains Milk, Mustard)Honey glazed beetroot, lettuce with orange and mint (Contains Nut (Walnut))Main Course Three-flavour fish with basil, chili tamarind sauce (NV) (Contains Fish, Soy, Celery, Wheat)Chicken stew (NV)...
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Sunday June 14, 2026 12:30pm - 2:00pm IST
Lotus Foyer (Level 3)

Meals + Breaks + Special Events

2:05pm IST

Welcome & Opening Remarks - Angie Jones, VP Developer Experience, Agentic AI Foundation

Sunday June 14, 2026 2:05pm - 2:15pm IST

Lotus 1 (Level 3)

Speakers

Angie Jones

VP of Developer Experience, Agentic AI Foundation

Angie Jones is the VP of Developer Experience at the Agentic AI Foundation

An award-winning educator and international keynote speaker, Angie shares her extensive knowledge with software companies and conference audiences worldwide.

As a Master Inventor, Angie is recognized for her innovative, out-of-the-box thinking, which has led to 27 patented inventions in virtual worlds, collaboration software, social networking, smarter planet initiatives, and software development processes... Read More →

Angie Jones pdf

Sunday June 14, 2026 2:05pm - 2:15pm IST
Lotus 1 (Level 3)

Keynote Sessions

Audience Experience Level Any
Session Slides Yes

2:15pm IST

Keynote: Who Keeps It Open? The Story Behind the Agentic AI Foundation, and the Future We're Building - Manik Surtani, CTO Agentic AI Foundation

Sunday June 14, 2026 2:15pm - 2:25pm IST

Lotus 1 (Level 3)

18 months ago, Block open-sourced an agent framework called Goose. Community grew quickly, faster than I ever expected. Then the community came back with a question I didn't have a good answer to: who keeps this open? This is the story of chasing that answer - how it led to a foundation co-founded by fierce rivals, why nearly two hundred companies have since joined, and what we've learned...
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Speakers

Manik Surtani

CTO, Agentic AI Foundation

2.Manik Surtani pdf

Sunday June 14, 2026 2:15pm - 2:25pm IST
Lotus 1 (Level 3)

Keynote Sessions

Audience Experience Level Any
Session Slides Yes

2:30pm IST

Keynote: Extending Goose: Building an AI Teammate for  Open Source - Abhijay Jain, Maintainer, Contributor & Grant Recipient, AAIF Goose

Sunday June 14, 2026 2:30pm - 2:40pm IST

Lotus 1 (Level 3)

Goose is an open-source AI agent that can be extended through integrations, tools, and community-driven projects. In this talk, I'll share my journey working with Goose, explore how its capabilities can be extended through community-driven projects, highlight examples from the Goose ecosystem, and discuss the development of GooseBot as one approach to bringing AI agents closer to developer...
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Speakers

Abhijay Jain

Maintainer & Contributor, AAIF Goose, AAIF Goose

I’m Abhijay Jain, an open-source developer and FOSS enthusiast with experience across developer tooling, Bitcoin infrastructure, AI products, and modern web technologies.

Over the years, I’ve contributed to global open-source programs and organizations including the Linux Foundation, Google summer of code, Block, UnternehmerTUM, and several community-driven ecosystems. I started my open-source journey as an LFX mentee with Open Horizon (IBM open... Read More →

3.Abhijay Jain pdf

Sunday June 14, 2026 2:30pm - 2:40pm IST
Lotus 1 (Level 3)

Keynote Sessions

Audience Experience Level Any
Session Slides Yes

2:40pm IST

Keynote: The Foundation for Agentic AI Interoperability - David Nalley, Director of Developer Experience, Amazon Web Services

Sunday June 14, 2026 2:40pm - 2:50pm IST

Lotus 1 (Level 3)

Speakers

David Nalley

Director, Developer Experience, AWS

David Nalley is Director of Developer Experience at Amazon Web Services (AWS), where he leads efforts to improve how developers interact with AWS services and technologies. He brings over two decades of experience in technology to his role.
Nalley previously served as President of... Read More →

4.David Nalley v2 pdf

Sunday June 14, 2026 2:40pm - 2:50pm IST
Lotus 1 (Level 3)

Keynote Sessions

Audience Experience Level Any
Session Slides Yes

2:55pm IST

Keynote: From Shadow IT to Scale: The MCP Adoption Journey, Shannon Williams, President, Obot AI

Sunday June 14, 2026 2:55pm - 3:05pm IST

Lotus 1 (Level 3)

Speakers

Shannon Williams

President, Obot AI

5.Shannon Williams pdf

Sunday June 14, 2026 2:55pm - 3:05pm IST
Lotus 1 (Level 3)

Keynote Sessions

Audience Experience Level Any
Session Slides Yes

3:20pm IST

Building Rich AI-Native UI for Agentic Interactions Using MCP Apps - Ashita Prasad, AWS

Sunday June 14, 2026 3:20pm - 3:45pm IST

Lotus 1 (Level 3)

AI Agents are getting smarter with each passing day. But, their interfaces? Not so much. But, what if there is a way to turn the AI chat from a place where you converse into a place where you can actually work? MCP Apps offer a solution to go beyond the text and standardize how MCP servers can deliver rich, bidirectional UI components like dashboards, forms, interactive visualizations & more....
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Speakers

Ashita Prasad

SDE / Developer Advocate, AWS

Ashita works as a developer advocate at AWS with a strong focus on frontend and AI technologies. With 10+ years of experience in full stack development, she is passionate about building impactful products and equally loves empowering & engaging with fellow developers in the commu... Read More →

Ashita MCP Apps Dev Summit pdf

Sunday June 14, 2026 3:20pm - 3:45pm IST
Lotus 1 (Level 3)

Building with MCP

Audience Experience Level Intermediate
Session Slides Yes

3:20pm IST

The Illusion of Idempotency: Why MCP Actions Aren’t as Safe as You Think - Prerit Munjal, Groupon

Sunday June 14, 2026 3:20pm - 3:45pm IST

Lotus 2 (Level 3)

We design MCPs assuming idempotency, apply the same action twice nothing changes, reconcile repeatedly, and state is declarative. But in reality, most MCP actions are only partially idempotent, because beneath the abstraction external systems mutate independently, side effects escape the control plane, ordering of operations matters, and “same input” doesn’t always mean “same result”....
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Speakers

Prerit Munjal

Senior Technical Product Manager, Groupon

Prerit is a Cloud-Native Platform Leader with extensive experience designing and scaling secure, resilient cloud infrastructures. As the former CTO of KubeCloud, he built no-code solutions bridging Cloud, DevOps, and SRE, leading the company to a successful acquisition. Currently... Read More →

MCPDevSummitIN PreritMunjal pdf

Sunday June 14, 2026 3:20pm - 3:45pm IST
Lotus 2 (Level 3)

MCP Protocol in Depth

Audience Experience Level Any
Session Slides Yes

3:20pm IST

Who's Calling? Bringing Identity To the MCP Host - Ayesha Dissanayaka, WSO2

Sunday June 14, 2026 3:20pm - 3:45pm IST

Lotus 3 (Level 3)

The MCP authorization spec gives us a clean OAuth 2.1 story between clients and servers. What it leaves out of scope is the host itself, the AI agent orchestrating the conversation. That's where enterprise deployments quietly break. An MCP host is not a passive pipe. It accepts requests from users, services, and peer agents, reasons with LLMs, and invokes tools across many servers. Every edge is...
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Speakers

Ayesha Dissanayaka

Associate Director / Architect, WSO2

Ayesha is Lead Architect for Identity and Access Management for Agentic AI at WSO2, specializing in securing autonomous AI systems. With over a decade in enterprise IAM, she architects identity solutions for AI agents, bridging traditional frameworks with emerging AI security needs... Read More →

Who's Calling Bringing Identity to the MCP Host pdf

Sunday June 14, 2026 3:20pm - 3:45pm IST
Lotus 3 (Level 3)

Security, Identity + Trust

Audience Experience Level Intermediate
Session Slides Yes

3:50pm IST

Agentless Agents: Replacing Sidecar Observability With eBPF + MCP Tool Chains - Harini Anand, IBM

Sunday June 14, 2026 3:50pm - 4:15pm IST

Lotus 2 (Level 3)

The dominant observability pattern for AI agents today is layered agents: sidecars, daemon sets, exporters. Each adds blast radius. This talk proposes flipping the model, using eBPF for zero-agent kernel telemetry, exposing it via MCP, and letting the LLM itself do the orchestration across tool calls. I'll demo a concrete multi-tool MCP interaction: an LLM receives "why is this service slow?",...
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Speakers

Harini Anand

SDE in Data & AI, IBM

SDE at IBM Data & AI, working on IBM watsonx™. Software Engineering Researcher at UIUC. Computational Cognition Researcher at Georgia Institute of Technology. Biomedical XAI Researcher at Dartmouth College.
Formerly at Niramai & IIT Hyderabad, researching ML for breast cancer and gene regulatory networks. Built cognitive tools for dementia prevention as a student entrepreneur. Google KaggleX Mentee, AWS Scholar, Harvard WE Tech Fellow, Oxford & MIT Summer School alumna and a Stanford... Read More →

Agentless Agents (1) pdf

Sunday June 14, 2026 3:50pm - 4:15pm IST
Lotus 2 (Level 3)

Agent Architecture + Orchestration

Audience Experience Level Intermediate
Session Slides Yes

3:50pm IST

Building an Enterprise MCP Registry: Secure Discovery, Governance, and Reuse at Scale - Kushagra Mittal, Motorola Solutions & Dhruv Agarwal, Motorola Solutions

Sunday June 14, 2026 3:50pm - 4:15pm IST

Lotus 3 (Level 3)

As enterprises scale AI operations to support hundreds of agents and thousands of users, they inevitably hit an architectural wall. The friction points fall into three categories: visibility, control, and reuse. Teams struggle to discover existing agents and MCP servers across a large organization, platform teams need to govern publication and enforce security, and siloed groups waste time...
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Speakers

Dhruv Agarwal

Software Engineer, Motorola Solutions

Innovative Software Engineer at Motorola Solutions R&D, focused on the future of AI and digital authenticity. Expertly navigating the frontier of MCP, A2A, and C2PA to deliver secure, scalable, and durable software at industry-leading speeds. REVA University Alumnus with a lifelong... Read More →

Kushagra Mittal

Software Developer, Motorola Solutions

Passionate software engineer based in Bangalore, India. Currently a part of team where we lead the effort in AI R&D for the organization.

Final MCP DevSummit Mumbai (1) pdf

Sunday June 14, 2026 3:50pm - 4:15pm IST
Lotus 3 (Level 3)

Ecosystem, Registries + Platform Infrastructure

Audience Experience Level Intermediate

3:50pm IST

SEO for Agents: Why No Other Agent Will Pay Yours (Yet) - Manav Agarwal, AgentProof

Sunday June 14, 2026 3:50pm - 4:15pm IST

Lotus 1 (Level 3)

56,000+ MCP servers are listed across mcp.so, Smithery, Glama, and PulseMCP. But how do you know which ones actually work? I independently mapped 4 major MCP directories and tested 65+ servers across Research, Code, and Finance categories. The results expose a critical trust gap. Each directory measures something different — none measure what matters most: - mcp.so (19.5K servers): Zero...
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Speakers

Manav Agarwal

Senior Product Manager | Engineer, Dream11 | DreamStreet

An engineer drawn less to building features than to questioning the foundations systems rest on — the invisible layer of trust, payments, and reputation that quietly decides whether strangers ever cooperate. That instinct has carried him from the plumbing of agentic commerce (he's... Read More →

SEO for Agents FINAL Deck pdf

Sunday June 14, 2026 3:50pm - 4:15pm IST
Lotus 1 (Level 3)

Security, Identity + Trust

Audience Experience Level Intermediate
Session Slides Yes

4:20pm IST

OAuth Isn't Enough: Confused Deputy in Multi-Agent MCP Pipeline - Sankalp Sandeep Paranjpe, Big4 Consulting Firm; Vishal Alhat, AWS

Sunday June 14, 2026 4:20pm - 4:45pm IST

Lotus 2 (Level 3)

OAuth-based authentication is becoming the default foundation for MCP-enabled systems. However, while authentication is standardized, authorization across agent boundaries remains unresolved. In multi-agent MCP pipelines, orchestrators delegate tasks to sub-agents that act using the user’s authority. This creates a classic confused deputy problem: a sub-agent executes with valid credentials,...
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Speakers

Vishal Alhat

Developer Advocate, AWS

Vishal Alhat is a Developer Advocate at Amazon Web Services (AWS) and a former AWS Hero, recognized for his significant contributions to the AWS community. With 11+ years of experience in cloud technologies, Vishal specializes in DevOps, cloud security, and AI/ML.As an active community... Read More →

Sankalp Sandeep Paranjpe

Cloud Security Consultant, '-

Sankalp Sandeep Paranjpe is a DevSecOps Engineer and cloud security practitioner. He speaks at community and security events on practical DevSecOps and Kubernetes security topics. He volunteers with AWS User Group Pune and contributes to the cloud-native community through talks, workshops... Read More →

Sunday June 14, 2026 4:20pm - 4:45pm IST
Lotus 2 (Level 3)

Security, Identity + Trust

Audience Experience Level Intermediate

4:20pm IST

Operationalizing MCP: Security, Control Planes, and Risk Governance - Sagar Dashora, JPMorgan Chase & Co

Sunday June 14, 2026 4:20pm - 4:45pm IST

Lotus 3 (Level 3)

As the Model Context Protocol (MCP) emerges as a standard interface for connecting models, agents, and tools, organizations are exploring MCP servers while also evaluating the operational and security implications of adopting them at scale. This session proposes the solutions and guardrails to address the common security issues such as lethal trifecta, tool poisoning and access misuse. The talk...
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Speakers

Sagar Dashora

Senior Vice President, JPMorgan Chase & Co

Design architect and lead for MCP and Agentic directories and security control planes in JPMorgan Chase. Member and active contributor to the Agentic AI Foundation(AAIF) working groups focused on Security, Identity, Trust and Governance for agentic AI systems.

mcpsummit pdf

Sunday June 14, 2026 4:20pm - 4:45pm IST
Lotus 3 (Level 3)

Security, Identity + Trust

Audience Experience Level Intermediate

4:20pm IST

When Logs Aren’t Enough: Portable Signed Records for MCP Tool Calls - Jithin Raj, Originary

Sunday June 14, 2026 4:20pm - 4:45pm IST

Lotus 1 (Level 3)

MCP makes tool use interoperable. It does not, by itself, give you a portable record of what happened after a tool call crosses a system boundary.That gap shows up quickly in real deployments. Server logs help the operator debug. Traces help inside one stack. But if a customer, partner, auditor, or downstream system needs to verify a tool result later, those artifacts usually do not travel...
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Speakers

Jithin Raj

Lead Protocol Maintainer, Originary

Jithin Raj is the lead protocol maintainer of PEAC Protocol and founder of Originary. He works on portable signed records for APIs, MCP servers, and agent workflows.

Sunday June 14, 2026 4:20pm - 4:45pm IST
Lotus 1 (Level 3)

Security, Identity + Trust

Audience Experience Level Intermediate

4:45pm IST

Afternoon Break

Sunday June 14, 2026 4:45pm - 5:20pm IST

Lotus Foyer (Level 3)

Coffee, tea, water
Cookies
(Contains Milk, Wheat, Soy, Sesame, Nut (Cashew, Almond))

Sunday June 14, 2026 4:45pm - 5:20pm IST
Lotus Foyer (Level 3)

Meals + Breaks + Special Events

5:20pm IST

The State Sidecar: Solving the MCP Stateless Paradox - Joval Kuruvila, Caze Labs Private Limited & Advaith Sanil Kumar, Caze Labs

Sunday June 14, 2026 5:20pm - 5:45pm IST

Lotus 1 (Level 3)

There is a fundamental contradiction at the heart of production deployments for the Model Context Protocol (MCP). Conceptually, MCP sessions are stateful: they establish connections, negotiate capabilities, and persist context. However, modern deployment environments—like Kubernetes horizontal scaling, serverless functions, and AWS Bedrock AgentCore—are inherently stateless. The current...
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Speakers

Advaith Sanil Kumar

AI Intern, Caze Labs | Student, PES University and IIT-Madras, Caze Labs Private Limited

Advaith Sanil Kumar is an AI researcher and developer focused on building intelligent, context-aware systems. Currently an AI Intern at Caze Labs and contributor to open-source MCP ecosystem efforts under the Linux Foundation, he works on LLM testbeds, agentic systems, and prompt... Read More →

Joval Kuruvila

Software Engineer, Caze Labs Private Limited

Joval Kuruvila is a Bengaluru-based AI/LLM Engineer with 2 years of experience building production-grade GenAI systems. Currently at Caze Labs Pvt Ltd, he specializes in agentic workflows (LangGraph), RAG pipelines, and real-time conversational AI. A B.Tech graduate, open-source contributor... Read More →

MCPStateSidecar MCPDevSummitMumbai Updated pdf

Sunday June 14, 2026 5:20pm - 5:45pm IST
Lotus 1 (Level 3)

Agent Architecture + Orchestration

Audience Experience Level Intermediate
Session Slides Yes

5:20pm IST

Scaling AI: gRPC as Transport Backbone for Enterprise MCP - Pawan Bhardwaj, Google

Sunday June 14, 2026 5:20pm - 5:45pm IST

Lotus 2 (Level 3)

The Model Context Protocol (MCP) is rapidly becoming the standard for connecting LLMs to data sources and tools. However, as organizations move from local experimentation to global production, the default JSON-RPC over HTTP transport hits a "scale ceiling." gRPC is already establish as a go to library for transport for enterprise services as it provide high throughput and better performance using...
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Speakers

Pawan Bhardwaj

Senior Software Engineer, Google

As a senior software engineer specializing in gRPC within Google's open source team, my focus lies in enhancing the performance and usability of networking systems for applications. My previous experience includes working with Cumulus Linux and Cisco NxOS on network forwarding pl... Read More →

MCP dev summit Mumbai (1) pdf

Sunday June 14, 2026 5:20pm - 5:45pm IST
Lotus 2 (Level 3)

MCP Protocol in Depth

Audience Experience Level Intermediate
Session Slides Yes

5:20pm IST

Closing the AuthZ Gap in MCP: Policy-Driven Tool Invocation Control - Oshi Gupta, Infracloud Technologies - An Improving Company & Sonali Srivastava, Improving

Sunday June 14, 2026 5:20pm - 5:45pm IST

Lotus 3 (Level 3)

MCP tools give AI agents direct access to external services - production databases, internal APIs, third-party platforms. But most teams deploying MCP today have no answer to a simple question: who authorized that tool call? MCP has made remarkable strides in standardizing agent-to-tool connectivity - but AuthN and AuthZ at the tool invocation layer remain an open problem. Tool calls are dynamic...
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Speakers

Oshi Gupta

Site Reliability Engineer, Improving Pune (Infracloud)

Oshi Gupta works as a Site Reliability Engineer at Improving Pune (Infracloud). She is a CNCF Kubestronaut , AWS Solutions Architect-Associate certified and LFX mentee for CNCF Kyverno.

Sonali Srivastava

Senior Developer Advocate, Improving

Sonali Srivastava is a Senior Developer Advocate at Improving, Co-chair KubeCon India 2026, and Co-organizer CNCF Women in Cloud Native. With experience across system administration, open source contribution and developer advocacy, she focuses on bridging gap between developers and... Read More →

Closing the AuthZ Gap in MCP pdf

Sunday June 14, 2026 5:20pm - 5:45pm IST
Lotus 3 (Level 3)

Security, Identity + Trust

Audience Experience Level Any
Session Slides Yes

5:50pm IST

Orchestrating Agent Swarms With MCP, Sandboxing and Shared Filesystems - Vikram Vaswani, Developer Advocate

Sunday June 14, 2026 5:50pm - 6:15pm IST

Lotus 3 (Level 3)

Single agents calling MCP tools is a solved problem. Multi-agent swarms, where several agents coordinate on the same task, isn't. The moment you go from one agent to three, you hit a set of problems that MCP itself doesn't solve and that most orchestration frameworks only paper over: how do agents share state without drowning each other in JSON, how do you isolate their execution when they're...
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Speakers

Vikram Vaswani

Developer Advocate, Self Employed - Consultant

Vikram Vaswani is a developer advocate, open source consultant, and technical author with 20+ years of experience helping teams adopt and scale open source technologies. He is the author of seven books published by McGraw-Hill and Pearson, with translations in multiple languages... Read More →

Sunday June 14, 2026 5:50pm - 6:15pm IST
Lotus 3 (Level 3)

Agent Architecture + Orchestration

Audience Experience Level Intermediate

5:50pm IST

Building Autonomous Mobile Agents With MCP - Srinivasan Sekar & Sai Krishna, TestMu AI

Sunday June 14, 2026 5:50pm - 6:15pm IST

Lotus 1 (Level 3)

Most developers encounter MCP as a way to give chat assistants better tools. This talk blows that ceiling off. Using two open-source projects, Appium MCP and AppClaw, we'll show how MCP becomes the backbone of a fully autonomous agent that controls real Android and iOS devices without a human in the loop. The agent perceives a live UI tree, reasons about what to do next, calls MCP tools to act,...
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Speakers

Sai Krishna

Director of Engineering, TestMu AI

I am a Director of Engineering at LambdaTest with a decade of experience in testing mobile applications and building automation frameworks. As an active contributor to Appium and a member of the Appium organization, I am deeply involved in the open-source community. I am passionate... Read More →

Srinivasan Sekar

Director of Engineering, TestMu AI

Srinivasan Sekar is the Director of Engineering at TestMu AI (formerly LambdaTest). He is the author of "The MCP Standard" and has a strong passion for contributing to open source projects. As an Appium Member, he has contributed to several open-source repositories, including Selenium... Read More →

Sunday June 14, 2026 5:50pm - 6:15pm IST
Lotus 1 (Level 3)

Building with MCP

Audience Experience Level Intermediate

5:50pm IST

Rethinking Agent–Database Access: A Secure Approach With MCP Toolbox - Shivay Lamba, Qualcomm & Anushka Saxena, Google

Sunday June 14, 2026 5:50pm - 6:15pm IST

Lotus 2 (Level 3)

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...
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Speakers

Shivay Lamba

Developer Relations Engineer, CNCF Ambassador

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 →

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 5:50pm - 6:15pm IST
Lotus 2 (Level 3)

Enterprise Adoption + Integration

Audience Experience Level Intermediate

6:20pm IST

The Coordination Tax: Why Your MCP Multi-agent System Degrades at Scale, and How To Fix It - Rudra Kushwah & Jay Shukla, Indian Institute of Information Technology, Nagpur; Shivaprasad Gowda, Indian Institute of Technology Roorkee; Krishna Padia, Shri Vil

Sunday June 14, 2026 6:20pm - 6:45pm IST

Lotus 2 (Level 3)

Multi-agent MCP systems work beautifully in staging. They fail in production. We learned this the hard way: three agents, nine tools, accuracy that quietly degraded under real load, and a job that blew past its token budget before anyone noticed. We weren't alone. Google DeepMind and MIT's December 2025 paper "Towards a Science of Scaling Agent Systems" measured up to 17× error amplification in...
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Speakers

Jay Shukla

AI System Developer, Indian Institute of Information Technology, Nagpur

Jay Shukla is a CSE (AI/ML) student at IIIT Nagpur and a Research Intern at SVNIT Surat, working on energy time forecasting using deep learning. He is skilled in Python, TensorFlow, and Generative AI, and is also exploring Reinforcement Learning, with experience in building AI models... Read More →

Krishna Padia

BTech Student (Computer Engineering), SVKM’s SBM Polytechnic & COE

Krishna Padia is a Computer Engineering student with a strong interest in technology, problem-solving, and innovation. She enjoys exploring new ideas and applying logical thinking to real-world challenges. With a curious mindset and a drive to learn, she actively engages in activities... Read More →

Rudra Pratap Singh

AI Systems Developer, Indian Institute of Information Technology, Nagpur

Rudra Pratap Singh is a CSE (AI/ML) student at IIIT Nagpur, Intern at Truxt.ai and Research Intern at IIT Mandi, working on medical imaging with deep learning. Skilled in Python, TensorFlow, and GenAI, he has built impactful AI systems and led hackathons, mentoring 60+ students.

Shivaprasad Gowda

Research Intern, Indian Institute of Technology Roorkee

Research Intern at IIT Roorkee (Prof. Sparsh Mittal). Second-year undergrad at IIIT Nagpur. Independent research on Destructive Rank Collapse in deep networks. Built a financial documents GenAI solution at scale. Experience in LiDAR 3D perception, synthetic EEG generation, and multi-GPU... Read More →

MCP Coordination Tax Deck v2 1 edited by krishna 1 pptx

Sunday June 14, 2026 6:20pm - 6:45pm IST
Lotus 2 (Level 3)

Agent Architecture + Orchestration

Audience Experience Level Beginner
Session Slides Yes

6:20pm IST

Bringing the Cloud To the Edge — and Keeping the Data There: MCP-Orchestrated On-Device AI With Exe - Akkhil Gupta, deduceTheLogic

Sunday June 14, 2026 6:20pm - 6:45pm IST

Lotus 1 (Level 3)

The default AI stack today ships user data to a cloud endpoint and hopes for the best. But regulations like GDPR, India's DPDP Act, and sector-specific mandates (healthcare, finance, defense) increasingly demand that sensitive data never leave the device or jurisdiction. This talk presents a working architecture that squares the circle: run frontier-class SLMs (Phi-3 Mini, Gemma 2B) locally via...
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Speakers

Akhil Gupta

AI Researcher, AI Researcher

I am a senior technology and AI leader with over 17 years of experience building and scaling large-scale platforms across AI/ML, data engineering, distributed systems, and enterprise product engineering. An AI Researcher where he works at the intersection of AI strategy, platform... Read More →

MCP DevSummit Mumbai promo pptx

Mumbai demo mp4

14JunePPT (2) pptx

Sunday June 14, 2026 6:20pm - 6:45pm IST
Lotus 1 (Level 3)

Building with MCP

Audience Experience Level Advanced
Session Slides Yes

6:20pm IST

Zero-Trust Execution: Sandboxing MCP Data Agents With WebAssembly - Shuva Jyoti Kar, Palo Alto Networks

Sunday June 14, 2026 6:20pm - 6:45pm IST

Lotus 3 (Level 3)

The Model Context Protocol (MCP) standardizes context retrieval and tool execution, but granting LLMs access to dynamic execution environments introduces critical runtime vulnerabilities. Traditional containerization (e.g., Docker/containerd) introduces unacceptable latency overhead for sub-second agentic loops, while static IAM/RBAC models fundamentally fail to constrain non-deterministic...
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Speakers

SHUVA JYOTI KAR

Senior Principal Engineer, Palo Alto Networks

Shuva is a Senior Principal Engineer at Palo Alto Networks architecting secure enterprise AI platforms. He is authoring two upcoming books: Engineering the Data Agent Control Plane (O'Reilly) and Agent Skills in Action (Manning). An open-source contributor and former OpenDaylight... Read More →

Zero Trust Execution pdf

Sunday June 14, 2026 6:20pm - 6:45pm IST
Lotus 3 (Level 3)

Security, Identity + Trust

Audience Experience Level Intermediate
Session Slides Yes

6:50pm IST

Attendee Reception

Sunday June 14, 2026 6:50pm - 8:15pm IST

Lotus Foyer (Level 3)

Lahori machli (NV) Indian masala, gram flour, kasturi methi, lemon juice & pomegranate(Contains Milk, Fish, Wheat)Barbequed chicken with smoked garlic and burrata, mild gorgonzola (NV, GF)) (Contains Milk)Spiced lamb empanadas, tomato relish, basil mayonnaise (NV) (Contains Milk, Celery, Wheat)Paneer sunheri (V)Roast garlic, mint chutney (Contains Milk)Tandoori aloo Firdausi (GF, V)Potatoes with...
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Sunday June 14, 2026 6:50pm - 8:15pm IST
Lotus Foyer (Level 3)

Meals + Breaks + Special Events

8:00am IST

Cloak Room + Luggage Storage

Monday June 15, 2026 8:00am - 8:00pm IST

Lotus Foyer (Level 3)

Monday June 15, 2026 8:00am - 8:00pm IST
Lotus Foyer (Level 3)

Registration

8:30am IST

Registration & Badge Pick-Up

Monday June 15, 2026 8:30am - 6:30pm IST

Lotus Foyer (Level 3)

Monday June 15, 2026 8:30am - 6:30pm IST
Lotus Foyer (Level 3)

Registration

10:00am IST

Welcome Back - Angie Jones, VP Developer Experience, Agentic AI Foundation

Monday June 15, 2026 10:00am - 10:10am IST

Lotus 1 (Level 3)

Speakers

Angie Jones

VP of Developer Experience, Agentic AI Foundation

Monday June 15, 2026 10:00am - 10:10am IST
Lotus 1 (Level 3)

Keynote Sessions

Audience Experience Level Any

10:01am IST

Keynote: Infrastructure for the Next Generation of Agents - Sam Partee, Founder, CTO, Arcade

Monday June 15, 2026 10:01am - 10:11am IST

Lotus 1 (Level 3)

MCP is the protocol layer for the new consumer of software. But protocols are necessary, not sufficient. The next generation of agents won't be soley defined by the protocol they speak — but also the infrastructure that powers it.In this keynote, Sam Partee (CTO and Co-Founder of Arcade.dev) walks through the agent runtime components needed to drive more adoption of MCP: delegated identity that...
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Speakers

Sam Partee

Chief Tochnology Officer, Arcade

Monday June 15, 2026 10:01am - 10:11am IST
Lotus 1 (Level 3)

Keynote Sessions

Audience Experience Level Any

10:15am IST

Keynote: The Missing Middle: The Shared Infrastructure MCP Needs Before It Hits a Million Servers - Hrittik Roy, vCluster & Aditya Soni, SailPoint

Monday June 15, 2026 10:15am - 10:25am IST

Lotus 1 (Level 3)

MCP reached infrastructure currency in 13 weeks. CNCF took 13 months. That compression is the problem. The shared plumbing every production MCP deployment now reinvents, because no neutral open implementation exists yet, has to be built in months instead of years. This talk maps five missing layers of the MCP ecosystem and what each needs before the protocol scales two more orders of magnitude. ...
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Speakers

Aditya Soni

CNCF Ambassador, Senior DevOps Engineer, SailPoint

Aditya Soni is a DevOps/SRE tech professional He worked with Product and Service based companies including Red Hat, Forrester Research, Searce, and is currently positioned at SailPoint as a Senior DevOps Engineer. He holds AWS, GCP, Azure, RedHat, and Kubernetes Certifications.He... Read More →

Hrittik Roy

TPME, vCluster

Hrittik is a Platform Advocate at Loft Labs and a CNCF Ambassador, with expertise in cloud native technologies and open source communities. He has contributed extensively to developer advocacy, technical writing, and community engagement. Hrittik has been a featured speaker at events... Read More →

3.Hrittik Roy Aditya Soni pdf

Monday June 15, 2026 10:15am - 10:25am IST
Lotus 1 (Level 3)

Keynote Sessions

Audience Experience Level Intermediate
Session Slides Yes

10:40am IST

Keynote: Agents @ Scale: The Platform Mandate - Romin Irani, Developer Advocate, Google

Monday June 15, 2026 10:40am - 10:50am IST

Lotus 1 (Level 3)

The Model Context Protocol (MCP) has fundamentally revolutionized developer velocity, allowing engineers to build and iterate complex AI agents seamlessly on a local machine. However, when moving these autonomous agents from a local sandbox into a production enterprise environment, organizations hit a sudden architectural ceiling. The local agility that fuels early-stage innovation quickly breaks...
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Speakers

Romin Irani

Developer Advocate, Google

Romin Irani works as a Developer Advocate at Google Cloud. He has over 30 years of experience designing and building systems. He lives and works in Mumbai, India.

5.Roman Irani pdf

Monday June 15, 2026 10:40am - 10:50am IST
Lotus 1 (Level 3)

Keynote Sessions

Audience Experience Level Any
Session Slides Yes

11:00am IST

Morning Break

Monday June 15, 2026 11:00am - 11:30am IST

Lotus Foyer (Level 3)

Seviyan Upma (VE)Savory vermicelli clarified with mild spices, tempered mustard seeds, curry leaves, and finely diced mixed vegetables.(Contains Wheat, Mustard)Philadelphia rucola and tomato sandwich (GF)(Contains Milk)Vegetable wontons, sweet chilli (VE)(Contains Soy, Wheat, Celery)Mumbai Misal Pav with condiments(Contains Milk, Wheat, Mustard)Apricot Danish (V)(Contains Milk, Wheat)Chocolate...
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Monday June 15, 2026 11:00am - 11:30am IST
Lotus Foyer (Level 3)

Meals + Breaks + Special Events

11:30am IST

The Benchmark That Almost Convinced Us MCP Was Wrong - Ravi Madabhushi, Scalekit

Monday June 15, 2026 11:30am - 11:55pm IST

Lotus 1 (Level 3)

We ran 75 benchmark runs comparing CLI and MCP for identical agent tasks. CLI won every efficiency metric. For the simplest task like identifying a repo's language — CLI used 1,365 tokens. MCP used 44,026. That's a 32x difference, almost entirely schema overhead: 43 tool definitions injected into every conversation, most never touched. CLI was also 100% reliable. MCP failed 28% of the time...
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Speakers

Ravi Madabhushi

Cofounder & CTO, Scalekit

Ravi has been building infra for how software talks to other software for more than a decade. He co-founded Pipemonk — a SaaS integration platform acq. by Freshworks (NASDAQ listed) then spent years leading product on Freshworks' auth platform as it scaled to 50K+ businesses and... Read More →

MCP Dev Summit Mumbai Token cost of giving agents too much pdf

Monday June 15, 2026 11:30am - 11:55pm IST
Lotus 1 (Level 3)

Building with MCP

Audience Experience Level Beginner
Session Slides Yes

11:30am IST

The Invincible MCP Server: Building Crash-Proof AI Tools With Durable Execution - Shubham Londhe, Temporal

Monday June 15, 2026 11:30am - 11:55pm IST

Lotus 3 (Level 3)

We All have been building AI Agents with MCP since it launched in 2024, but there's one thing no one is talking about - "What happens when MCP Fails? (and they fail often). MCP is just a process and it can crash, and so will the AI agent progress, it all can vanish with a crash. Well, the new Tasks primitive in MCP (SEP-1686) helps a lot, it gives your AI agents a way to hand off long-running...
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Speakers

Shubham Londhe

Senior Developer Advocate, Temporal

Hello Dosto, I am Shubham Londhe, a Senior Developer Advocate, passionate about developing and deploying production-ready applications.

Its been more than 9+ years in the IT industry and having worked with AWS, Temporal, gave me a lens of how Production-readiness works.

I take this experience and share it with learners across India through my YouTube channel "TrainWithShubham" with over 175000 subscribers. Happy Learning... Read More →

Monday June 15, 2026 11:30am - 11:55pm IST
Lotus 3 (Level 3)

Building with MCP

Audience Experience Level Intermediate

11:30am IST

Why Most MCP Tools Fail Silently, and How To Measure It - Om Shree, Shreesozo

Monday June 15, 2026 11:30am - 11:55pm IST

Lotus 2 (Level 3)

Most MCP servers don't break because of bugs. They break because the tool descriptions are too vague for agents to reliably pick the right tool. Two research papers put numbers to this. A SAIL Research study of 856 tools across 103 MCP servers found 97% have at least one quality defect, 56% don't clearly state what the tool does, 89% give no guidance on when not to use it. A second study of 10,831...
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Speakers

Om Shree

Founder, MCP Consultant & Content Strategist, Shreesozo

I'm the founder of Shreesozo, an AI content studio focused on MCP and agentic AI. I've written 100+ technical pieces for Glama.ai and Gentoro, covering everything from protocol internals to real-world agent deployments. I run MCP Weekly, published on YouTube (1.2K subscribers) and... Read More →

TDQS (2) pdf

Monday June 15, 2026 11:30am - 11:55pm IST
Lotus 2 (Level 3)

MCP Protocol in Depth

Audience Experience Level Intermediate
Session Slides Yes

12:00pm IST

Journey to Build the LFX MCP Server - Manish Dixit, The Linux Foundation

Monday June 15, 2026 12:00pm - 12:25pm IST

Lotus 2 (Level 3)

The LFX ecosystem faced fragmentation, hundreds of siloed APIs and scattered data made simple questions complex and prevented AI agents from connecting. This talk chronicles the journey to build the LFX MCP Server, a 100% open-source solution that established a single, standard AI interface, enabling every LFX system to speak the same language. You will hear why MCP was chosen over custom...
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Speakers

Manish Dixit

SVP, GM Product Engineering and IT, The Linux Foundation

Manish Dixit is Senior Vice President of Product, Engineering & IT at The Linux Foundation, where he leads teams building the digital platforms, systems, and capabilities that support the global open source ecosystem. His work spans product strategy, engineering execution, IT operations, data... Read More →

Monday June 15, 2026 12:00pm - 12:25pm IST
Lotus 2 (Level 3)

Building with MCP

Audience Experience Level Any

12:00pm IST

Rethinking Testing for MCP Servers - Puja Jagani, BrowserStack

Monday June 15, 2026 12:00pm - 12:25pm IST

Lotus 1 (Level 3)

MCP servers introduced a new kind of client: one driven by an LLM. Unlike traditional clients, this one is non-deterministic. It can call tools in unexpected sequences, with unpredictable inputs. We can’t reliably test how an LLM will call our tools. This makes the MCP server the only component under our control and the one that must be tested rigorously. A well-designed server is a well-tested...
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Speakers

Puja Jagani

Lead of Open Source and Developer Advocacy, BrowserStack

I lead Open Source and Developer Advocacy at BrowserStack, working at the intersection of engineering, community, and product. I’m a core committer and Technical Leadership Committee member for Selenium, collaborating with browser vendors to advance web automation. As a Developer... Read More →

Rethinking Testing for MCP Servers (2) pdf

Monday June 15, 2026 12:00pm - 12:25pm IST
Lotus 1 (Level 3)

Building with MCP

Audience Experience Level Beginner
Session Slides Yes

12:00pm IST

From Shadow MCP To Sanctioned MCP: Building an Enterprise Agent Governance Program - Navin Pai, StackGen & Archana Rajkumar, SentinelOne

Monday June 15, 2026 12:00pm - 12:25pm IST

Lotus 3 (Level 3)

MCP has become the de-facto "standard" for exposing the external environment to agents, but security has always been a trailing concern, making a lot of platform teams sweat under the collar. Policy checks and tool-call authentication were tacked on quickly, but are quickly being seen are necessary but not sufficient. This session zooms out from single-agent enforcement to the operational...
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Speakers

Navin Pai

Director of Engineering, StackGen

Navin is a Founding Engineer at OpsVerse. You'll often find him on the internet, getting into flamewars about observability, large scale system design, and open source software

Archana Rajkumar

Staff Software Engineer, SentinelOne

I am a Staff Software Engineer at SentinenOne, and enjoy working at the intersection of AI, CyberSecurity and DevOps

mcp governance slides pdf

Monday June 15, 2026 12:00pm - 12:25pm IST
Lotus 3 (Level 3)

Security, Identity + Trust

Audience Experience Level Intermediate
Session Slides Yes

12:30pm IST

MCP: The Gateway To Real-Time Human–AI Collaboration in Jupyter at Scale - Piyush Jain, AWS

Monday June 15, 2026 12:30pm - 12:55pm IST

Lotus 1 (Level 3)

Jupyter Notebooks are critical medium for code, data, and ML, demanding a paradigm shift for AI assistance. With Jupyter's real-time collaboration and cloud-native evolution, it's becoming a powerful portal to a full data platform, beyond mere notebooks. This session explores MCP as the essential framework for human-AI synergy within this expanded Jupyter ecosystem. Leveraging Jupyter's...
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Speakers

Piyush Jain

Principal Engineer, AWS

Piyush Jain is a Principal Engineer at AWS working on Jupyter and Agentic AI. He is a distinguished Jupyter contributor, a member of the Jupyter Server Council and founding member of Jupyter AI Contrib Github Org.

mcp dev submmit bom presentation pdf

Monday June 15, 2026 12:30pm - 12:55pm IST
Lotus 1 (Level 3)

Building with MCP

Audience Experience Level Any
Session Slides Yes

12:30pm IST

Beyond 1:1 Mapping: Designing MCP for Real Enterprise Systems - Naresh Waswani, Simpplr Inc. & Jyoti Notani, Persistent Systems Ltd

Monday June 15, 2026 12:30pm - 12:55pm IST

Lotus 2 (Level 3)

Many organizations exploring MCP already operate large microservice ecosystems. A common first instinct is to mirror that architecture directly—one microservice becomes one MCP server, and each API becomes a tool. While simple in theory, this often creates too many servers, overlapping tools, poor discoverability, and unnecessary operational complexity. This session explores how to design MCP...
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Speakers

Naresh Waswani

Senior Architect, Simpplr Inc.

Hands-on architect specializing in resilient distributed systems, microservices, event-driven architecture, and cloud-native modernization. AWS User Group Nagpur Leader and 6+ year AWS Community Builder, active in speaking, mentoring, and community building. My recent focus is Generative... Read More →

Jyoti Notani

Architect, Persistent Systems Ltd

With over 14 years of experience in technology, I have built expertise across solution architecture, cloud platforms, DevOps, Kubernetes, AI-powered platforms, and modern software development practices.Currently, I work as an Architect at Persistent Systems, where I help design and... Read More →

MCP Summit v1 pdf

Monday June 15, 2026 12:30pm - 12:55pm IST
Lotus 2 (Level 3)

Enterprise Adoption + Integration

Audience Experience Level Intermediate
Session Slides Yes

12:30pm IST

Your AI Chatbot Just Exposed Your CEO’s Salary To an Intern: Securing Enterprise AI Agents - Hasini Samarathunga & Sahan Dilshan, WSO2

Monday June 15, 2026 12:30pm - 12:55pm IST

Lotus 3 (Level 3)

Have you ever worried that your new AI Agent might be a little too helpful? Imagine an intern asking an HR chatbot, "What is the CEO's salary?" and the bot, designed to be helpful, promptly fetches it. As we equip LLMs with tools via the MCP to query internal systems, we introduce a significant data privacy risk if the agent cannot distinguish who is making the request. In this session, we’ll...
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Speakers

Hasini Samarathunga

Senior Software Engineer, WSO2

Hasini Samarathunga is a Senior Software Engineer at WSO2, with 3+ years of experience specializing in IAM and B2B domains. She is currently working on building B2B capabilities for MCP servers and introducing Agent-as-a-Service within WSO2 Identity Server.

She believes great tech talks should cut through the buzzwords and make complex ideas accessible, ensuring everyone, regardless of experience level, can walk away having learned something useful... Read More →

Sahan Dilshan

Associate Tech Lead, WSO2

Sahan Dilshan is an Associate Tech Lead at WSO2, where he has spent the past five years designing and building identity and access management features. His current focus sits at the intersection of two complementary areas: IAM for AI securing agentic systems with proper identity... Read More →

Session MCP Dev Summit 2026 pdf

Monday June 15, 2026 12:30pm - 12:55pm IST
Lotus 3 (Level 3)

Security, Identity + Trust

Audience Experience Level Intermediate

12:55pm IST

Attendee Lunch

Monday June 15, 2026 12:55pm - 2:25pm IST

Lotus Foyer (Level 3)

SaladsClassical waldorf, toasted walnuts, and celery(Contains Celery, Milk, Soy, Nut (Walnut)) Seasonal mesclun greens (VE)Sundried tomatoes, Kalamata olives, maple balsamic dressing"Thai Style" pomelo salad (VE)(Contains Soy, Wheat)Main Course Fish with bell peppers and onions in black pepper sauce (NV)(Contains Fish, Soy, Wheat, Celery, Egg)Stir-fried broccoli, baby corn, sweet pepper, beans in...
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Monday June 15, 2026 12:55pm - 2:25pm IST
Lotus Foyer (Level 3)

Meals + Breaks + Special Events

2:25pm IST

The Sticky Session Bottleneck: Why MCP Agent Orchestration Breaks When You Scale - Yuvraj Pradhan, MIT ADT University & Archana Kumari, MIT ADT University

Monday June 15, 2026 2:25pm - 2:50pm IST

Lotus 2 (Level 3)

When we tried to scale our multi-agent MCP system beyond a single node, the orchestrator broke immediately. Each model running on a different machine means the orchestrator had to track which models it called, which responses arrived, and which were pending. The moment the orchestrator restarted, everything was gone. Models got called twice. Responses were lost. Consensus became inconsistent. ...
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Speakers

Yuvraj Pradhan

AI Systems Engineer, MIT-ADT UNIVERSITY

Yuvraj Pradhan is an AI Systems Engineer specialising in cost-efficient GenAI and secure multi-agent architectures. He is the first author of research published in Springer Nature on architecting a 125M-parameter NanoLLM for STEM tasks that outperforms significantly larger models... Read More →

Archana Kumari

Ai Systems Developer, MIT ADT University

Archana Kumari is an AI Systems Developer building practical machine learning systems and edge AI applications. Her work spans LLMs, computer vision on embedded devices, and full-stack tooling with Python and Java. She has developed multi-agent reasoning frameworks and voice-assisted... Read More →

Monday June 15, 2026 2:25pm - 2:50pm IST
Lotus 2 (Level 3)

Agent Architecture + Orchestration

Audience Experience Level Advanced

2:25pm IST

Stateful AI Agents: Building Consistent Systems With MCP and Distributed SQL - Nasiullha Chaudhari, YugabyteDB & Vanshika Jain, Brudite Private Limited

Monday June 15, 2026 2:25pm - 2:50pm IST

Lotus 1 (Level 3)

An agent processes a payment, hits a timeout, and retries. Now the payment has been charged twice. The model didn’t hallucinate. The workflow did exactly what it was told. The problem is that nobody designed the agent to be safe under retry. This is a distributed systems problem. When agents read data, take actions, and write results back, correctness depends on how state is managed across...
See More →

Speakers

Vanshika Jain

Software Engineer, Brudite Private Lmited

Software Engineer turned Trainer and Public Speaker. I love talking about Cloud, DevOps, and the power of community to make tech more approachable. Through mentoring, training sessions, and talks, I try to help others grow in their tech journey.
Being in a startup, I didn’t just... Read More →

Nasiullha Chaudhari

Developer Engagement Manager, YugabyteDB

Nasiullha Chaudhari works as a Developer Engagement Manager at YugabyteDB, focusing on AI systems, distributed databases, and cloud-native architectures. He works on real-world AI agent systems and focuses on what it takes to run them reliably in production.

He is a Docker Captain and an international speaker who has spoken at developer and infrastructure conferences globally. He shares practical insights through his YouTube channel with 180K+ subscribers and with 70K+ followers on LinkedIn... Read More →

Monday June 15, 2026 2:25pm - 2:50pm IST
Lotus 1 (Level 3)

Building with MCP

Audience Experience Level Intermediate

2:25pm IST

Your MCP Server Is an Attacker's Dream: A Security Playbook From Real-World Assessments - Akash Mahajan, KLOUDLE Inc.

Monday June 15, 2026 2:25pm - 2:50pm IST

Lotus 3 (Level 3)

MCP servers are quickly becoming the default interface between AI agents and production systems. This speed has a cost. Most teams shipping MCP servers today are repeating the same security mistakes like overprivileged tool definitions, missing input validation, no transport-layer auth, and blind trust in what the LLM sends downstream. This talk presents a practical security assessment playbook...
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Speakers

Akash Mahajan

Founder CEO, KLOUDLE Inc.

Akash Mahajan is the founder and CEO of Kloudle, the security posture layer for the AI software factory. Kloudle helps teams find, prove, and gate security issues across cloud infrastructure, MCP servers, apps, and APIs before agents ship them to production.

Akash has spent 20+ ye... Read More →

MCP DevSummit Mumbai v1 pdf

Your MCP Server Is an Attacker’s Dream Presentation Deck pdf

Monday June 15, 2026 2:25pm - 2:50pm IST
Lotus 3 (Level 3)

Security, Identity + Trust

Audience Experience Level Intermediate
Session Slides Yes

2:55pm IST

Where MCP Ends and A2A Begins: and Why That Seam Is Breaking Your Agents - Arushi Garg, Adobe & MV Shiva, Google

Monday June 15, 2026 2:55pm - 3:20pm IST

Lotus 2 (Level 3)

Everyone's heard the AAIF framing: MCP handles agent-to-tool, A2A handles agent-to-agent. Clean in theory. In practice, every multi-agent system lives at the boundary of both, and that boundary has no standard. Context gets dropped. Errors go silent. A state that survived an entire A2A task lifecycle vanishes the moment it crosses into an MCP tool call. Nobody is talking about this publicly. This...
See More →

Speakers

MV Shiva

SWE, Google

Arushi Garg

MTS-2, Adobe

Arushi Garg is an AI Engineer and researcher focused on building intelligent, scalable, and autonomous AI systems. At Adobe, she works on AI-driven backend solutions and cloud-native architectures with expertise in Kubernetes, MCP-based systems, AI agents, and distributed AI workflows... Read More →

Monday June 15, 2026 2:55pm - 3:20pm IST
Lotus 2 (Level 3)

MCP Protocol in Depth

Audience Experience Level Any

2:55pm IST

MCP Elicitation in the Wild: When Agents Ask for Too Much - Kaiwalya Koparkar, Gravitee.io

Monday June 15, 2026 2:55pm - 3:20pm IST

Lotus 3 (Level 3)

Elicitation is one of MCP's most powerful and least governed features. It lets servers request additional input from users at runtime, enabling richer, more dynamic agent interactions. But in production environments, elicitation also opens a surface for agents to request sensitive data they shouldn't need, bypass approval flows, or trigger unintended actions under the guise of a helpful prompt....
See More →

Speakers

Kaiwalya Koparkar

Platform Advocate, Gravitee

Monday June 15, 2026 2:55pm - 3:20pm IST
Lotus 3 (Level 3)

Security, Identity + Trust

Audience Experience Level Intermediate

3:25pm IST

100 Agents in 100 Days: Patterns and Anti-Patterns for MCP-Based Multi-Agent Systems - Harish Kotra, Forge Alumnus

Monday June 15, 2026 3:25pm - 3:50pm IST

Lotus 2 (Level 3)

Multi-agent systems on MCP are where most of the interesting architectural questions live: routing, state, retries, coordination, and what happens when any one of N tool calls misbehaves. Most talks on the topic are theoretical. This one is not. Since early 2026 I've published one new AI agent every day at dailybuild.xyz. Many of them are multi-agent: price-war simulations, research pipelines, a...
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Speakers

Harish Kotra

DevX Lead, xo.builders

Harish is a Fractional CTO and AI agent builder based in India. He previously led Developer Relations at Gaia and spent over a decade at AngelHack organizing 200+ hackathons. Since 2026 he's published one new open-source AI agent every day at dailybuild.xyz, 100+ builds spanning MCP... Read More →

[MCP Dev Summit MUM] 100 agents in 100 days Patterns & Anti Patterns mp4

Monday June 15, 2026 3:25pm - 3:50pm IST
Lotus 2 (Level 3)

Agent Architecture + Orchestration

Audience Experience Level Intermediate

3:25pm IST

Starling: Building a Pay-as-you-go MCP Server for Live Kubernetes Ops - Avinash Patil, Warble Cloud

Monday June 15, 2026 3:25pm - 3:50pm IST

Lotus 1 (Level 3)

Most MCP demos stop at "hello world over stdio." Shipping a production MCP server means answering harder questions: How do you authenticate callers? How do you meter usage? How do you safely hand an LLM a live Kubernetes cluster without giving it the keys to prod? This talk walks through Starling, a production MCP server that exposes 17 Kubernetes tools — from list_pods to scan_cluster — to...
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Speakers

Avinash Patil

Chief Flow Office, CHIRPSTACK LLP

Avinash Patil is the founder of warblecloud.com (Chirpstack LLP Entity ), building MCP-native Kubernetes tooling. He leads the Starling project, a production MCP server for cluster intelligence. Previously, he spent over 12 years leading cloud-native platform engineering at global... Read More →

Monday June 15, 2026 3:25pm - 3:50pm IST
Lotus 1 (Level 3)

MCP Protocol in Depth

Audience Experience Level Intermediate

3:25pm IST

Securing MCP Servers for the Enterprise: OAuth 2.0, Keycloak, and Spring Boot in Production - Vishal Singh, Quest2travel

Monday June 15, 2026 3:25pm - 3:50pm IST

Lotus 3 (Level 3)

The MCP spec mandates OAuth 2.0 for HTTP-exposed servers, but most tutorials stop at "add a Bearer token." Enterprise deployments demand more: dynamic client registration, tool-level authorization, token introspection under load, and audit trails for compliance. This session builds a production-grade MCP server with Spring Boot and the MCP Java SDK, secured by Keycloak. We cover: mapping OAuth...
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Speakers

Vishal Singh

Cloud Infrastructure Operations Engineer, Siemens Healthineers

Senior Software Developer at Quest2travel by MakeMyTrip, building Java/Spring Boot backend systems for B2B corporate travel at scale. Previously at Comviva (Tech Mahindra) on fintech platforms handling 3.5M+ API requests/day. Active open-source contributor to Keycloak (OIDC claim... Read More →

Monday June 15, 2026 3:25pm - 3:50pm IST
Lotus 3 (Level 3)

Security, Identity + Trust

Audience Experience Level Intermediate

3:55pm IST

What a Database Team Discovers Building an MCP Server - Sfurti Sarah, Yugabyte & Heather Downing, YugabyteDB

Monday June 15, 2026 3:55pm - 4:20pm IST

Lotus 1 (Level 3)

Most MCP servers in production were built by AI teams. Meko's was built by a distributed SQL database team, and the view from this side of the stack is different. Coming from storage, some decisions were obvious from day one. Memory, knowledge, conversation history, and structured data belong on one cluster, not four. Tenant isolation is a schema problem. The datapack, our per-agent namespace,...
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Speakers

HEATHER DOWNING

Developer Advocate, YugabyteDB

Heather Downing is a Senior Developer Advocate at YugabyteDB and a Microsoft MVP focused on agentic AI, MCP, and secure software engineering.
7x MSFT MVP and fan of data in general.

Sfurti Sarah

Senior Software Engineer, Yugabyte

Sfurti Sarah is a Senior Software Engineer at YugabyteDB working on Meko’s MCP server. Her work sits at the intersection of databases and LLMs, focusing on how these systems behave in real-world production environments.

Monday June 15, 2026 3:55pm - 4:20pm IST
Lotus 1 (Level 3)

Building with MCP

Audience Experience Level Intermediate

3:55pm IST

The AI-First Device Farm: Exposing Remote Hardware Infrastructure Via MCP - Kalyan Kolachala, SymphonyAI Group India & Vaishali Shetty, GetWell Network (SAI Group)

Monday June 15, 2026 3:55pm - 4:20pm IST

Lotus 2 (Level 3)

For a geographically distributed Dev and QA team, accessing physical Set-Top Boxes for debugging is a constant bottleneck. By deploying Remote MCP, we transformed our physical STB testing lab into a shared, AI-accessible platform. This talk covers the infrastructure needed to host Remote MCP servers that interface with a fleet of physical devices. We will explore how developers can now use their...
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Speakers

Kalyan Kolachala

Managing Director and Head of AI, SymphonyAI Group India

Kalyan is a senior engineering leader with experience in delivering world class, enterprise products and platforms involving SaaS, AI/ML, GenAI, Kubernetes, Cloud, and big data. He is currently India MD at SAI Group, a global enterprise AI leader. Worked previously at Intuit and Hitachi... Read More →

Vaishali Shetty

Architect - QA, Performance and Observability, GetWell Network (SAI Group)

Vaishali Shetty is a Principal Engineer at GetWell Network (SAI Group) and a Architect specializing in qa, performance, observability, and generative AI. She has held architect roles at Mycom and Hitachi Vantara, and leadership roles at Altisource Labs and Oracle. She designs testing... Read More →

AI First Device FARM 4 pdf

Monday June 15, 2026 3:55pm - 4:20pm IST
Lotus 2 (Level 3)

Ecosystem, Registries + Platform Infrastructure

Audience Experience Level Intermediate
Session Slides Yes

3:55pm IST

Stop the Wild Goose Chase: Enterprise Agents With Goose - Ram Iyengar, OpenSSF

Monday June 15, 2026 3:55pm - 4:20pm IST

Lotus 3 (Level 3)

The promise of autonomous AI agents has sent engineering teams on a wild goose chase—juggling vendor lock-in, unpredictable costs, & security nightmares all for an agent to execute a simple workflow. Stop chasing and start building! Enter goose: the open-source, general-purpose framework, designed to run natively on your machine. It connects to any LLM. goose shifts the paradigm from fragile...
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Speakers

Ram Iyengar

Chief Evangelist, CF

Ram Iyengar is an engineer by practice and an educator at heart. He was (cf) pushed into technology evangelism along his journey as a developer and hasn’t looked back since! He enjoys helping engineering teams around the world discover new and creative ways to work. He is a proponent... Read More →

Monday June 15, 2026 3:55pm - 4:20pm IST
Lotus 3 (Level 3)

Enterprise Adoption + Integration

Audience Experience Level Intermediate

4:20pm IST

Afternoon Break

Monday June 15, 2026 4:20pm - 4:50pm IST

Lotus Foyer (Level 3)

Coffee, tea, water
Cookies
(Contains Milk, Wheat, Soy, Sesame, Nut (cashew, almond)

Monday June 15, 2026 4:20pm - 4:50pm IST
Lotus Foyer (Level 3)

Meals + Breaks + Special Events

4:50pm IST

Beyond Tool Calls: Unlocking Interactive, Token-Smart Agents With MCP Apps - Suraj B, HDFC Bank

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

Lotus 1 (Level 3)

MCP Apps are reshaping what a Model Context Protocol server can do — turning text-only tool exchanges into rich, interactive experiences embedded directly in the host. This session takes a builder's tour of the MCP Apps extension: core concepts, target use cases (dashboards, multi-step workflows, human-in-the-loop confirmations), the security model, and current limitations worth knowing before...
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Speakers

Suraj B

Lead Engineer, HDFC Bank

Suraj is a contributor to the MCP Go SDK and member of the MCP Financial Services Interest Group. He is a Lead Backend and AI Engineer at HDFC Bank, building agentic AI platforms with a focus on MCP server architecture and token optimization. A Go developer with ~10 years of experience... Read More →

Monday June 15, 2026 4:50pm - 5:15pm IST
Lotus 1 (Level 3)

Building with MCP

Audience Experience Level Intermediate

4:50pm IST

Building Interactive Tools With MCP Elicitation - Ashwin Hariharan, Redis

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

Lotus 2 (Level 3)

Most of us think of agent tools as vending machines - you put in the right input, you get the right output. Put in the wrong input, and you either get the wrong output or nothing at all. This breaks for complex workflows where context is incomplete or intent is ambiguous. The tool either guesses wrong or fails outright. No back-and-forth, no clarification. Good AI tools built for conversation...
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Speakers

Ashwin Hariharan

Developer Advocate, Redis

Ashwin Hariharan is a Developer Advocate at Redis, with over eight years of experience as a full-stack software engineer. He's passionate about making complex ideas simple, helping developers build faster, more reliable systems, and understand the "why" behind the tools they use.
... Read More →

building interactive tools with mcp elicitation ashwin hariharan.pptx pdf

Monday June 15, 2026 4:50pm - 5:15pm IST
Lotus 2 (Level 3)

Building with MCP

Audience Experience Level Intermediate

4:50pm IST

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...
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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

5:20pm IST

Agentic DX: Bringing Your IDP Into the IDE - Adnan Vahora & Dhwani Suthar, Motorola Solutions

Monday June 15, 2026 5:20pm - 5:25pm IST

Lotus 2 (Level 3)

Platform engineering has a chicken-and-egg problem: the platform needs adoption to justify investment, but adoption requires onboarding that teams resist when deadlines are tight. Our internal developer platform hit this hard. It serves 4,000+ developers across clouds and managed Kubernetes, yet many teams found the portal too unfamiliar. We solved it with a second entry point built on MCP....
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Speakers

Adnan Vahora

Software Engineer, Motorola Solutions

Adnan is a software engineer driving enterprise Agentic AI adoption at Motorola’s prestigious Emerging Tech Lab and Incubation Center. Supporting an infrastructure platform used by 5,000+ developers monthly, he leads the development of a composable agent framework that allows teams... Read More →

Dhwani Suthar

Software Engineer, Motorola Solutions

Everyone loves spinning up massive cloud infrastructure. Absolutely nobody loves figuring out who has to pay for it.That’s where I come in. At Motorola Solutions, I’m a full-stack data engineer in FinOps, taking high-velocity streaming data and reverse-engineering it into beautiful... Read More →

[Agentic DX] MCP DevSummit Mumbai pdf

Monday June 15, 2026 5:20pm - 5:25pm IST
Lotus 2 (Level 3)

Enterprise Adoption + Integration

Audience Experience Level Beginner

5:20pm IST

Building an MCP Marketplace: Lessons in Discovery, Versioning, and Trust - Saurabh Mishra, Optum/UnitedHealthGroup

Monday June 15, 2026 5:20pm - 5:45pm IST

Lotus 1 (Level 3)

This talk shares practical lessons from building a marketplace for MCP servers covering how to design a discovery layer that goes beyond a simple registry, handle versioning without breaking agent workflows, and establish trust signals (author verification, schema validation, sandboxed execution scores) that developers can actually rely on. Attendees will walk away with concrete patterns for...
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Speakers

Saurabh Mishra

Lead DevOps Engineer, Optum (UnitedHealthGroup)

Saurabh Mishra is a Cloud Evangelist and architect dedicated to high-level automation and DevOps excellence. He actively engages with the global tech community, sharing insights on cloud-native technologies, security best practices and multi-cloud strategies.As an experienced speaker and mentor... Read More →

Building an MCP Marketplace Lessons in Discovery, Versioning, and Trust (1) pdf

Monday June 15, 2026 5:20pm - 5:45pm IST
Lotus 1 (Level 3)

Building with MCP

Audience Experience Level Intermediate
Session Slides Yes

5:20pm IST

Who Do You Trust? Securing Multi-Agent MCP Systems in Healthcare - Yuvraj Pradhan, MIT ADT University & Archana Kumari, MIT ADT University

Monday June 15, 2026 5:20pm - 5:45pm IST

Lotus 3 (Level 3)

An LLM caught my friend’s condition that doctors took two months to confirm. We asked: what happens when multiple specialised models review the same case together? We built ConsensusMed on MCP. Each specialist model for a medical domain runs as an independent MCP server, and an orchestrator coordinates their outputs and decides what to trust when models disagree. Multi-agent clinical systems...
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Speakers

Yuvraj Pradhan

AI Systems Engineer, MIT-ADT UNIVERSITY

Archana Kumari

Ai Systems Developer, MIT ADT University

Monday June 15, 2026 5:20pm - 5:45pm IST
Lotus 3 (Level 3)

Security, Identity + Trust

Audience Experience Level Intermediate

5:50pm IST

MCP-Powered Ops: Red Hat Kubernetes MCP & Grafana MCP for Mission-Critical Applications - Rishi Nikhilesh Damerla & Sayantan Karmakar, Motorola Solutions

Monday June 15, 2026 5:50pm - 6:15pm IST

Lotus 3 (Level 3)

At Motorola Solutions, downtime isn’t just an inconvenience—it’s a public safety risk where lives are at stake. This session explores how we revolutionized incident response for mission-critical applications by moving beyond fragmented tools and alert fatigue. Historically, siloed data across Kubernetes and Grafana led to 45-minute MTTRs and manual context-switching. We will detail our...
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Speakers

Rishi Nikhilesh Damerla

Manager, Software Engineering, Motorola Solutions

Dynamic Engineering Manager leading CPS Observability teams at Motorola Solutions, specializing in Prometheus, Grafana, Elastic Stack, Kubernetes (GKE/OpenShift/Native), and AI/ML integrations (Vertex AI, Agentic AI workflows). Drives unified observability, SRE excellence, and platform... Read More →

Sayantan Karmakar

Platform Devops Engineer 2, Motorola Solutions

I’m a Platform DevOps Engineer with 8+ years of experience specializing in open-source platforms, cloud-native technologies, and GitOps practices. I’m a Golden Kubestronaut, Red Hat, AWS, Terraform and OCI certified, with hands-on expertise in multiple Cloud Native tools. I’m... Read More →

Final MCP DevSummit Mumbai Rishi Sayantan.pptx pdf

Monday June 15, 2026 5:50pm - 6:15pm IST
Lotus 3 (Level 3)

Agent Architecture + Orchestration

Audience Experience Level Any
Session Slides Yes

5:50pm IST

The 5 Wrong Reasons To Build an MCP Server (And What To Do Instead) - Daniel Oh, IBM

Monday June 15, 2026 5:50pm - 6:15pm IST

Lotus 2 (Level 3)

MCP brings structure and standardization to how LLMs interact with tools and resources—but that power comes with cost. We’ve built multiple MCP servers across different use cases, and not all of them should have existed. This session distills hard-earned lessons from real-world implementations: where MCP created long-term leverage, where it introduced unnecessary complexity, and where a direct...
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Speakers

Daniel Oh

Senior Principal Developer Advocate, Red Hat

MCP DevSummit Mumbai The 5 Wrong Reasons to Build an MCP Server (And What to Do Instead) pdf

Monday June 15, 2026 5:50pm - 6:15pm IST
Lotus 2 (Level 3)

Building with MCP

Audience Experience Level Any