Session
MCP on Mobile: How Far Have We Come?
When people talk about MCP, they think of a server protocol for desktop AI — Claude Desktop reading the filesystem, Cursor calling git, MCP servers humming on cloud infrastructure. But there's a whole other world that rarely shows up in the conversation: phones, smart watches, glasses, cars, robots, embedded edge devices. They all have mature SDKs, many can run small AI models locally, and almost none have an agentic tool layer to speak of. The natural question is: why isn't MCP there yet?
Turns out it can be — and is starting to be. This talk is about MCP in the mobile and broader smart-device world: what scenarios already work today, what's just landing, and what becomes possible when a device is no longer just a client to a cloud agent but a peer in a multi-device agentic system. We'll cover phones that host their own MCP servers exposing device capabilities, phones running an entire agent loop on-device with no network, system-level integrations Apple and Google are bringing through App Intents and AICore, and hybrid setups where local and cloud servers share one tool registry — then extend the picture beyond phones to glasses, cars, watches, and embedded edge
Sasha Denisov
Brainform.ai, CTO, Cloud.AI, Flutter, Dart and Firebase GDE
Berlin, Germany
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