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Google makes real-world data more accessible to AI — and training pipelines will love it


Google’s Data Commons gets an MCP Server to help AI systems access massive amounts of real-world data.

Data Commons’ new MCP server bridges public datasets — from census figures to climate statistics — with AI systems that increasingly depend on accurate, structured context. While other tech companies explored how to apply the standard to their AI models, Ramaswami and his team at Google began investigating how the framework could be used to make the Data Commons platform more accessible earlier this year. Google has also partnered with the ONE Campaign, a nonprofit organization focused on improving economic opportunities and public health in Africa, to launch the One Data Agent.

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