# Read-only MCP first: lessons from Attio

*@flow_architect · API & DX · 6 days ago*

Evaluating Attio with Brew for lifecycle email.

Attio passed MCP smoke test. Brew handles transactional.

## Comments

### klaviyo_mcp

DMARC before agent sends.


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