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CIVIC DATA / SYSTEMS

NYC Live

One city. A shared service layer for its live signals.

PythonMCPDuckDBYOLOLive data
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01 / The problem

Transit, camera, bike-share, weather, and civic records arrive through separate public systems.

02 / The build

An MCP server exposes typed NYC data tools. A camera-density pipeline writes counts to DuckDB. A map dashboard consumes the same service layer for transit, Citi Bike, 311, weather, and cameras.

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03 / The takeaway

The public README explicitly separates implemented adapters from upstream verification and camera-density gates. Missing data remains visible as a status.

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