Expandi publicly launched Expandi MCP, a server that lets Claude, ChatGPT or any MCP client read leads, build custom lead lists of up to 5,000 leads, draft campaigns and inbox replies, explain why a campaign sent less than planned, and read acceptance, reply and conversion rates. The launch post says it is live on every account, including the seven day free trial, and still labeled Beta.
Campaign diagnosis, such as why sends fell short, becomes a question to the assistant instead of a hunt through reports, while the assistant drafts rather than sends.