Why this matters
Most enterprises are partway into an MCP rollout without realizing how exposed they already are.
A few teams stood up servers to unblock themselves. Engineers connected tools because the protocol made it easy. Six months later, IT has no inventory of what’s running, security has no audit trail of what agents have done, and finance is staring at a token bill that’s growing faster than the projects justifying it.
The protocol isn’t the problem. The rollout pattern is. And it’s predictable enough that we can walk you through exactly where you sit on it — and what to do next.
What’s covered
- The risk landscape, in production data, not forecasts. What’s actually happening to MCP deployments right now, drawn from the research most teams haven’t seen.
- The six-stage shadow MCP journey. A diagnostic for where your team sits today, from “a few engineers experimenting” to “industrialized, governed, shipping fast.” Most teams find they’re further along than they thought — in the wrong direction.
- Three actions you can take in the next 90 days. Not a maturity model. Specific, sequenced moves: inventory, threat assumption, policy enforcement. Built for IT and SecOps leaders who need to show progress this quarter.
- A live Agent Gateway demo. The architecture decision most teams get wrong: per-agent, per-user authentication at the gateway layer, with a deterministic governance layer underneath.
- The J.W. Pepper story: from sprawl to governed in weeks. How one IT team collapsed 500+ shadow tools down to ~20 governed workflows, and turned IT from the blocker into the enabler in the process.
Paul Turner
VP of Market Strategy, Tray.ai
Luke Smith
Principal Sales Engineer, Tray.ai