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Skills over MCP on the streets of Tokyo
Tool descriptions tell an agent what a tool does. They don't tell it how to use five tools together, in the right order, following your conventions. That gap is where this conversation lives.
Filmed at AGNTCon + MCPCon in Tokyo with Ola Hungerford, Principal Engineer for AI Enablement at Nordstrom and a maintainer of the Model Context Protocol, who spent the last several months turning a pattern everyone was quietly reinventing into an actual MCP extension.
Ola walks through what skills over MCP really means: the server stops being a pile of tools and becomes a distribution channel, handing…
The skinny
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