With MCP, Zoë Can Now Close the Loop

Shared by Dwi • June 11, 2026

New MCP connectors let Zoë read the context your stack already holds, and act in the systems your team already uses.

If you're the one who owns your data stack, you know the fear about adopting a new agent: "Great, now I have to maintain yet another context layer."

It's a fair concern. Your business logic isn't in one place (impossible in any large company), it's scattered across platforms, each holding definitions someone fought hard to get right.

Drop in an agent that starts from zero and its definitions will drift away from your other tools. You're stuck with either wrong answers or a massive amount of manual synchronization, and both of those land on your desk. What if the agent played nicely with your existing data context?

Today, we're launching MCP connectors for Zoë.

Zoë connects directly to your existing tools as an MCP client, reads the context that's already there, and sets herself up. No rebuild. The years of logic locked in your other tools becomes the starting point.

Then the loop closes:

Context flows in over MCP, on a schedule.
Zoë gets smarter as people ask real questions, and standardizes her own context.
Updates flow back to your source of record, written directly or proposed as a PR on a schedule.

Zoë uses the same definitions across analytics and operations. And every question makes the next one smarter.

The loop doesn't stop at analysis

Data → Analysis → Insight → Action → Behavior ↺ back to Data

Use cases: data to action

Each one starts with analysis Zoë already does well, and ends with an action she writes back through MCP. The final row is the general pattern: if you've automated it, Zoë can trigger it from an insight.

Use Case

Action Zoë Takes

Example Systems

Sales planning / Sales ops

Builds territory design, segmentation, and account scoring from firmographic and CRM data, then writes the resulting account assignments and priorities back into the CRM.

ZoomInfo, Pipedrive

Customer success / Retention

Scores at-risk accounts from product telemetry, engagement, and CSM notes, then creates the next-best-action task and health flag directly for the CSM to work that week.

Gainsight

Revenue / Subscriptions

Detects churn signals, MRR movement, and failed-payment patterns, then actions the subscription or flags the account for intervention.

Stripe

Product & Delivery

Reads delivery, velocity, and incident signals, then creates and triages the issues that need attention.

Linear, Jira, GitHub

Trigger any business workflow

Detects a signal in the data and fires the workflow your team already runs: alerts, escalations, provisioning, approvals, multi-step automations. If you've automated it, Zoë can trigger it from an insight.

Azure Logic Apps, internal APIs

You stay in control

As an admin, you control all of it: which connections exist, which tools Zoë can call on each one, and when credentials get rotated. Set it up in Workspace Settings → Extensions → MCP.

Read the docs →

In short: Zoë moves from a place you go to read numbers, to a teammate who reads the numbers, acts on them across your stack, and closes the loop.