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why MCP clients matter

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Angie Jones
VP Engineering, AI Tools & Enablement
Block, Inc.

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why MCP clients matter

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Angie Jones
VP Engineering, AI Tools & Enablement
Block, Inc.

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open sets the trends

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clients turn ideas into reality

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why is MCP-UI under-supported?

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goose is truly open source

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the beauty of open source

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true openness is LLM-agnostic

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LLM APIs are... messy

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transparency is powerful

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the future is multi-model

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export GOOSE_LEAD_MODEL="gpt-5"   

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#strong reasoning
#fast execution

export GOOSE_MODEL="gemini-2.5-flash-lite"

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clients are the guardrails

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agents as CLIs

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a team of subagents

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repeatable workflows

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the impact of OSS

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open means options

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block.github.io/goose

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Why MCP Clients Matter

By Angie Jones

Why MCP Clients Matter

Most conversations about the Model Context Protocol focus on servers. But it's the clients that ultimately determine how MCP is experienced, adopted, and pushed forward. From the start, goose served as the open source reference client that made MCP real, but its role didn't stop there. By experimenting in the open, goose highlighted gaps and surfaced new patterns that now guide server design and influence other clients. This talk makes the case that clients aren't just passengers in the MCP ecosystem, they lead the movement. We'll explore how MCP clients shape usability, drive standards, and chart the direction for the future of MCP.

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