OpenMetadata rides data governance surge

OpenMetadata is not flashy AI infrastructure, but it is the kind of boring control plane AI teams increasingly need before agents can safely touch enterprise data.

• –Its strongest pitch is consolidation: catalog, lineage, quality, observability, governance, and collaboration sit in one metadata graph instead of scattered tools.
• –The MCP angle matters because metadata becomes queryable and governable by LLM workflows, not just browsed by data stewards.
• –Recent releases show a mature platform cadence, with security fixes, search reliability work, SAML metadata upload, and vector embedding bulk-operation limits.
• –The tradeoff is operational weight: teams comparing it with DataHub, Amundsen, or commercial catalogs still need to budget for setup, connector quirks, and ongoing metadata hygiene.