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The launch highlights the gap between identifying agentic use cases and actually shipping production-ready, high-ROI agents — the problem the CrewAI + Snowflake integration is described as addressing.
Developers evaluating MCP server adoption should note that trust and discoverability heavily favor officially maintained integrations, making playbook composition — rather than building new servers — the lower-friction path to delivering agentic value today.