How AI Agents Query Apache Iceberg Data Lakes via MCP

codingdecently · reddit · 2026-09-17

LakeOps published a technical walkthrough of how AI agents query Apache Iceberg data lakes over MCP, covering MCP server integration with Iceberg catalogs, tool schema design, the SQL query flow from LLM to lakehouse, and engineering considerations for reliable tabular data access by agents.

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