Show HN: Marmot, context layer for agents and humans (marmotdata.io)

Marmot, a newly announced context layer, aims to revolutionize how agents and humans interact with data by eliminating the necessity of hardcoded contexts. Instead of requiring extensive configuration, Marmot allows teams to create a dynamic catalog of data assets that are enriched with relevant context, making it easily accessible for both human users and AI tools. This system provides a comprehensive view of services, APIs, and databases, ensuring that data lineage and dependencies are traceable. By exposing certified context through its API and user interface, Marmot enhances the ability of AI assistants to deliver accurate, contextualized information about business operations. This development is significant for the AI/ML community as it simplifies data cataloging and enriches the context around data assets without moving the actual data. Marmot operates as a lightweight solution backed by PostgreSQL, requiring minimal infrastructure, and can be deployed on managed cloud services or run as an open-source project within an organization’s own virtual private cloud. With its focus on data ownership, lineage, and comprehensive documentation, Marmot not only empowers users to better understand their data landscape but also ensures that sensitive information remains secure and under their control.