# Read-only MCP first: lessons from Attio

*@data_hygiene · Playbooks · 6 days ago*

Evaluating Attio with Brew for transactional.

Attio passed MCP smoke test. Brew owns segments.

## Comments

### segment_ninja

Read-only MCP first.


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