Makini MCP connects any AI agent to 2,000+ industrial systems through one connection, using the login you already have. No integrations, no glue code, no six-week project. Just an agent that can finally do the things it keeps confidently telling you it can do.
We've all seen the demo. An AI agent reads a 200-page equipment manual in four seconds, writes a flawless maintenance plan, and explains its reasoning like a reliability engineer with twenty years on the floor. It's genuinely impressive.
Then you point it at your actual factory, and it face-plants.
Not because it isn't smart. It's plenty smart. It face-plants because the work orders live in IBM Maximo, the spare parts count is trapped in an on-prem box from 2003, and purchasing runs through an ERP install one person configured in 2014 and has long since left the company. Your agent can reason brilliantly about all of it. It just can't open a single one.
This is the part of the AI agent story that never makes the keynote. The model was never the hard part. The hard part is the unglamorous plumbing: getting that model safe, reliable access to the systems that actually run a business. So we spent a long time on the plumbing. We call it Makini MCP.
(New to MCP? The Model Context Protocol is just an agreed way for AI agents to plug into tools and data. Think of it as a standard plug shape. Makini MCP is what's waiting on the other side of the socket, holding the keys to a couple thousand industrial systems).
One plug, the whole building
You don't rewire your house to use a toaster. You plug into the wall, and somewhere behind it sit the wiring, the breaker panel, and a power grid you never think about. Makini MCP works like that. Your agent plugs into one connection, and 2,000+ systems are already wired up behind it, already maintained, already waiting.
And it talks to every one of them the same way, with four boringly simple verbs: search, get, create, update. Build your agent once and you're done. No "okay, now let's add the next integration" meeting, ever. The data shows up intact, too, not blended into mush. Your agent runs each system's real objects and fields, not a stripped-down common denominator. A work order is still a work order, with everything that makes it one. Custom fields and custom objects included. We translate between systems without dumbing any of them down.
The integration is just... logging in
Here's the bit people squint at. There's no integration project. No API keys flying around in email, no credentials handed off in a spreadsheet, no kickoff call. You pick a system, log in the way you always do, and about a minute later you're connected. That same login covers you, your code, or an agent reaching in over MCP, and the agent only ever gets the access you'd have given it anyway. Nothing extra.
It works even when the system on the other end never shipped a modern API. Plenty of industrial software never did, including 20-year-old on-prem systems like SAP R/3, MP2, and ABS NS. Your agent reaches those the same way it reaches the newest cloud tool. Almost no other MCP provider can say that.
Yes, it can write. No, it can't do more than you let it.
Letting an agent write to a live system is the moment everyone's stomach drops, and fair enough. An agent that can close work orders or cut purchase orders can also make a very confident, very wrong decision at 2am. So safety isn't a setting we tacked on at the end. It's baked into the connection.
The agent can only do what its credentials already allow in the source system, so it inherits your rules instead of inventing its own. Every move it makes, read or write, lands in a log you can search, and you can pipe that straight into Sentry, a webhook, or syslog, wherever your team already looks when something twitches. Don't like what you're seeing? Pull the token and it's locked out on the spot.
The agent answers to the same rules a person would. And because this runs on the same platform industrial vendors already trust, it carries the same credentials behind it: SOC 2 Type II, UK Cyber Essentials, and GDPR compliant, with in-region hosting and self-hosted options where compliance demands them.
A fairly ordinary Tuesday
An agent grabs the open work orders from Maximo, checks whether the parts are actually on the shelf in an on-prem system, and raises a PO in ERP when they're not. One connection. One login. Every step on the record. Nobody built an integration. Nobody invented a new auth scheme. The agent thought it through, and then, for once, it actually did the thing.
That's the whole pitch, really. The thinking is solved. Makini MCP hands that thinking the keys to the physical world, through a single plug, with the entire building already wired behind it.
Plug in
Makini MCP is live. Browse the MCP server library to find the system you need, or book a demo and we'll connect your first one with you. One endpoint, one login, and your agent starts reading and acting on the systems that run your business in minutes.
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