English | Chinese Original

English translation of the Chinese original. This version is generated for international readers and may be refined over time.

Date: 2026-06-10

Last night, Ray was lucky to have opened up.

Ray survived the AI Open Platform, which includes MCP, CLI, Skyll.

As a coffee lover, and as a person who likes to play Agent, this kind of thing is a little bit sorry for himself.

I installed it right away.

The process isn't complicated. The CLI will warn you to log in first.

And then I log in, what happened?

I haven't started to order coffee. I've been taught in line.

And then, I changed my phone number, so I'm okay?

That's what honey works.

I changed the number.

Or is it the official Ryan who hacked my phone number?

Token got it

After login, the core action becomes token.

This token is crucial. It is also written directly on the official page: this Token shares it with the CLI at MCP and is bound to the Swiss account and strictly forbidden to leak or share.

So don't get me wrong here.

It's not a demo key that's just stickin' around.

Behind it is your Swiss account number, which is the real authority to check doors, search goods, preview orders, create orders.

I put token in the configuration file and have Coding Agent create an order for me.

And then, go!

It's a good order

It's more silky back there.

Take token, check the store, check the merchandise, preview the order and create the order.

You look like you're talking, but you're not talking anymore.

It's moving the interface.

Last coffee did come out.

It's kind of funny.

I used to open my phone, App, pick a store, pick a commodity, pick an ice-hot sweetness and confirm an order.

Now I'm talking to Agent on the computer, and he's looking for a store, looking for a commodity, ordering a group, and dumping me the key confirmation node.

But it's still V0.0.1 at the moment. It's just a nudist version, a lot of bugs.

For example, when it entered the xiaomi model, it came up with a question.luckin 0.0.1And MiMo's fluent tool calling compatibility.

So I had to get Codex to fix it, because there's no time for official repairs.

---

What's the official opening?

Don't forget I'm a technical number, so I can't just say, "Wow, AI, help me order coffee."

I went to see Ryan's official file:https://open.lkcoffee.com/docs

It's clear from the official site that Ray did not just make a CLI page this time, but gave MCP Server, CLI and Skyll three lines.

The tools listed in the MCP document are also complete and include at least:

1. queryShopList: Query the list of stores.
2. searchProductForMcp: Match goods according to user query.
3. queryProductDetailInfo: Check for commodity details.
4. previewOrder: Order preview.
5. createOrder: Create an order.
6. queryOrderDetailInfo: Search for details of the order.
7. cancelOrder: Cancel the order.

To be honest, Ray was lucky to have a part of the single process that was hidden in App, which was turned into a tool that Agent could call.

---

You might say, "Coffee is so much trouble"?

It doesn't matter.

I'll open my own App and order a glass of coconut latte for a few seconds.

But it's really interesting not to order this coffee.

It illustrates a change:** Many of the actions that were previously done only on the phone App are being broken down into API, MCP and Skill tools. **

We used to say mobile phones were the entrance because all services were in App.

Taxi in App.

Have some coffee in App.

Point takeout in App.

Tickets, hotel reservations, order checks are also in App.

But after Agent came out, the entrance thing started to get a little subtle.

People don't have to go into App.

One could say, "Agent, go get the tools, then the tools call the services."

In the end, you can only confirm where it's critical, like payment, cancellation, change of address, change of shop.

The cell phone is important at this time, but it's more like a confirmer, a payer, a notifier.

I feel pretty clearly this time.

The next order runs on Mac.

Token in configuration.

Agent works in the terminal.

As for my phone? My phone's gone. It's an electronic remote.

---

It's a good thing that Ray's been doing well since ancient times, but I don't think it's enough. And it's a good thing that Ray can distinguish between channels, and if it's a CLI, he can wrap it up for an independent Cyberpunk, like this.

It's a good thing that Ray can do this, get in touch with the country's big modelers, buy coffee, send token, so the sales will triple.

That's it. I'll see you next time.