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Rivac Labs
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Marmot Data — Open-Source Data Catalog & Lineage

A self-hostable data catalog that indexes an organization's data infrastructure and serves that context to both people and AI agents via MCP.

Delivered and in production use.

marmotdata.io
Screenshot of the Marmot Data website

What We're Building

The full scope of this engagement

  • A custom source connector extending Marmot's integration library

  • An internal AI assistant that queries Marmot's MCP server so employees can self-serve lineage and ownership answers

  • An automated lineage-generation agent that inspects pipelines and writes discovered lineage back via Marmot's API

  • An eval harness measuring whether AI agents given MCP access retrieve accurate, non-hallucinated data context

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