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As AI continues to advance, infrastructure must evolve to enable access and delivery of real-time information at scale.

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A protocol that lets LLM agents safely control physical devices, down to dollar-class microcontrollers. Intent-level, transport-agnostic, capability-scoped. Compact wire format (sub-50-byte frames).

This repository is a collection of reference implementations for the Model Context Protocol (MCP), as well as references to community-built servers and additional resources. Important If you are ...