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Friday August 14, 2026 12:30 - 12:55 KST
MCP is becoming the standard way for agents to connect with tools, apps, services, and data systems. But as MCP moves from local developer workflows into production agent platforms, the next bottleneck is discovery infrastructure: how agents find the right MCP server, verify its capabilities, evaluate trust, respect permissions, and route safely across teams, clouds, vendors, and organizations.

This session presents a practical architecture for MCP discovery infrastructure: capability metadata, registries, signed server facts, gateway patterns, trust signals, policy-aware routing, observability, audit trails, and failure handling. The focus is on reusable design patterns that can help MCP scale without fragmenting into brittle static configurations or vendor-specific registries.

Drawing on Project NANDA work around AgentFacts, registry interoperability, adaptive resolution, and NEST-style testbeds, the talk gives MCP builders a concrete framework for moving from “agent calls a configured tool” to “agent discovers and safely uses trusted capabilities.” Attendees will leave with implementation patterns, failure modes, and standardization questions for production MCP systems.
Speakers
avatar for Mahesh Lambe

Mahesh Lambe

CEO and Chief Scientist at ProjectNANDA.org, ProjectNANDA.org
Mahesh Lambe is CEO and Chief Scientist at ProjectNANDA.org, where he works on open infrastructure for agent discovery, identity, trust, registry interoperability, and adaptive resolution. A serial entrepreneur and AI infrastructure architect with 20+ years building enterprise and... Read More →
Friday August 14, 2026 12:30 - 12:55 KST
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