Marmot provides a self-hosted data catalog for cataloging tables, topics, queues, and APIs with rich metadata. It ships as a single binary with an intuitive UI for search, lineage tracking, and team collaboration. The product exposes certified context to AI agents via MCP server, allowing autonomous agents to query and utilize organizational data assets directly.