Running a business through Claude with our own MCP server

We took the next step: instead of clicking around our CRM, we talk to it.

We built a small Model Context Protocol (MCP) server on Cloudflare that re-exposes the business — clients, deals, invoices, the inbox, system health — as a set of tools. Point an AI assistant at it and you can ask “what needs my attention today?”, “draft a proposal for this client”, or “approve the overdue reminder” — and it acts, through the same audited paths our app uses.

The server itself has no AI in it. It’s a thin, secured adapter; the intelligence comes from the assistant on the other end. That separation keeps it cheap, safe, and easy to reason about.

This is what we mean by an AI-native business, not just an AI feature: the whole operation becomes something you can drive in plain language, while the guardrails — approvals, audit logs, suggest-then-approve — stay firmly in place.