Why We Built the Marqii MCP: Giving Operators Back Control of Their Data
Talk to almost any restaurant operator right now, and you'll hear a version of the same thing: they have more data than they know what to do with, and almost none of it tells them what to do next.
We've spent years building a Marqii dashboard, and we’re really proud of it, but here's what we keep bumping into: no two restaurant brands are the same. Your tech stack, your internal numbers, the questions that keep you up at night, they're yours, and they don't always fit the views we decided to build for you.
For a long time, you've been stuck with what we guessed you wanted to see. We did our research and made our best guesses. But you know your business better than our software ever will.
So we built the Marqii Context Protocol (MCP). The idea was to get out of your way. The MCP gives you direct access to your own data. It lets you connect your Marqii data to your revenue sources like Toast, SpotOn, or anything else. Pair that with the AI tools you're already using, and what you can build in a few minutes will change how you run the business.
Let me show you what I mean.
What clients are already building (in about five minutes)
A 4.8-star calculator. One operator set a company-wide goal: every location had to hit a 4.8 rating. The problem was the math. How many 5-star reviews does Location A need to dig out of a rough week? What about Location B? They fed their raw review data into Claude and, in about five minutes, they had a live calculator that refreshes daily and hands each regional manager the exact review target for their location. No spreadsheet wizardry required.
Reviews mapped to revenue. Another operator suspected their online complaints were quietly costing them money. They pulled 180 days of menu-item reviews across every major publisher and lined them up against the trailing 90 days of sales. The picture was hard to ignore: specific dishes with 1- and 2-star trends were dragging down their own revenue. They didn't just learn that a dish had bad reviews. They saw the thousands of dollars those reviews were costing them.
The 1 AM problem
If you run restaurants, your brain doesn't really have an off switch. I've had nights where I'm up at 1 AM, pacing around the house, and a weirdly specific question about the business hits me. My analyst is asleep. My management team is asleep.
That's where the MCP earns its keep. You don't have to wait for the weekly report or for someone to log on in the morning. You ask the question right then, get a real answer, and go back to bed.
We recently hosted a webinar to show this off, and the turnout caught us off guard: 75 operators signed up, and 42 joined us live, our biggest one yet. Clearly, we're not the only ones hungry for this.
What's next
These are early days. If you want to start playing with it, our earlier posts have starter prompts to get your data moving.
Once you've built something, show us! Tag Marqii on LinkedIn or send it to our support team (support@marqii.com) so we can celebrate it.
This fall, we're taking the MCP on the road to major industry conferences, plus a few invite-only MCP events we're hosting with our operators and partners. Keep an eye out for more announcements on this.
Your software shouldn't get to decide how you see your business. The data is yours. Go build something with it.
Miss the earlier posts in the series? Catch up here:
Week 1: Introducing Marqii MCP and How to Set It Up.
Week 2: 10 Things You Can Do in Marqii Without Leaving Your AI Chat
Week 3: How Restaurants Are Using The Marqii MCP To Work Smarter
