{"id":"marmot","name":"Marmot","af_score":40.0,"security_score":0.0,"reliability_score":null,"what_it_does":"Open-source data catalog that helps teams discover and manage data assets across an organization. Ships as a single binary and catalogs databases, APIs, message queues, and data pipelines with full-text search, interactive lineage graphs, and metadata management.","best_when":"You need a lightweight, self-hosted data catalog without the complexity of enterprise platforms like DataHub or Amundsen. Good for small-to-medium teams wanting quick data discovery.","avoid_when":"You need deep integrations with specific cloud data platforms, advanced data quality monitoring, or enterprise-scale governance features. No MCP server available.","last_evaluated":"2026-03-01T09:50:05.826179+00:00"}