How to Build MCP Servers

the rates, but you can also change, like, the Bos currency.

Welcome to Syntax. Today, we had an episode on building MCP transport protocols. So there's two ways that MCP servers. We talked about MCP, I don't know, maybe a couple months ago, and so much has changed since that episode

Syntax the syntax,

and then it it just fires them all out. But, like, I often think

one time I put on The Beetle Barkers, which was just dogs barking in The Beatles, a unique sick pick in any regard,

currently works. The first one is via standard IO, everybody's coming out swinging with their own MCP server right now.

So my daughter I don't know. Probably about over server sent events.

and it will and we'll be able to run those.

at at how that works.

Actually, coding these tools let's talk about that Node, that's not right. That's that's not right at all. Or I would do things for exposing tools to AI. We'll talk a little bit more about that, but it's gonna be a great episode. You're certainly not gonna wanna miss this one. What's up, Scott? MCP. Right? Or or it's generally going to be something like chat. The the AI is going to be doing that. So in some cases, those will be the same thing.

can live throw that off to a separate MCP server. One more thing. I've been talking about convert currency as well as there was actually no way to give the AI the actual SVG icon. So what I did is I told it just to, like,

for, like, two straight days now, and this is the finally, the first little window where there's been some silence. I mean, they were jackhammering at, like, 6PM. We were gonna eat Node outside, and it was still going on.

like, OBS, which we use quite a bit. OBS has a WebSocket API to do literally anything.

not many of these partially because people don't want you building smartwatch be? But it, like, it's awesome. I'm I'm very impressed at how good it is for for a kid's watch. It's waterproof. It works great. So it's it's from any loop.

to see everybody You could get the latest show.

So I'm using the Cloudflare

Wow.

when you fire it up, you're saying, hey. Here is and I think the the Puppeteer MCB server has about 40 or 45 tools, and you say, these are 45 things you can do in a browser.

bunch of integrations, meaning that you can hook it up to your CloudFlare or your Sentry or whatever.

one. And there's like I I will tell you, folks, if you're out there looking for good MCP servers, it's it's really the wild, wild west with a lot of them right now. There's, like, six or seven different Godot MCP servers, and I would say,

So it will either return immediately or a stream that that then can send data as it's made available how many steps they have. It does heart rate. It does So the difference between the two, as far as I understand it, there's there's a lot of overlap between them. The tool calling is something that's going to happen on the same server

Yeah. Wow.

your server to be long running.

All this stuff. Aw. There's there's been somebody into

agents MCP

really helps them have a good time. Because even in the beginner settings,

All of those things have the ability to TypeScript library.

which is That's good. I Node demand UI It's You know what's not very good at being long running computers? access to a tool that can do math. So I exposed it. It's called MathJS library. And then what it does is anytime it needs to the function call that needs to be run. It runs that function, then it passes it back to the a with the actual answer. So we're actually, like, evaluating the math Scott with AI, but with kids smartwatch.

As well as some of the other things like resources and prompts, I'll talk about in just just a second. So of a server being able to

could be

I'm gonna sick pick a kid's smartwatch.

There is a navigate through the page, the ability to use OAuth flows inside of the MCP server is now possible, So that's that's all we got on the the MCP right now. There's this really great, and then you'll need to do do things in a specific it does feel all of the methods And it it sounds like a math problem from, like, a textbook, getting icons. You know? Like, put a Chrome icon here. So I I hooked it up to an API that went ahead and downloaded the SVG icon and brought it back. But at the time, Cool. And

that just makes them, like, wanna get better at the game and not get discouraged. So I I've been really enjoying the game. I'm

if you load their prompts, to a SVG. Now you can give a you can properly give it a file or an image or or any other, you can use what's called the MCP

how you could spend that much time jackhammering a patio. That's unreasonable update things through the UI, those types of things.

Cool. Sick.

previously, and then all kinds inspector, But that just goes to show how, like, not dialed I am on video games. I was like, Mario Kart black? That sounds like the best one. That sounds like the best one for sure. Yeah.

MCP server from, a Vercel tools for for getting rates, Mhmm. Basically, anyone who is offering

And the Godot if if I'm reaching for AI, that's the type of thing typically

nuggets, and I I feel like you'll be you'll be back to to your bright self by the end of this.

six sound effects of cats meowing, you could write an MCP server that would that could do that. That is, something I would like to do. I think, which uses server sent events.

locally on your machine in these situations where AI doesn't necessarily the AI I would unless it's just a very simple function that I'm running, I would probably surface additional Yeah. Exactly.

let's take a look at the tools here.

like, there's a Telegram one

that I might wanna do. I wanna have some cats meowing. One one time,

done it all out inside. You can use any anyone that you want, but you must like, MCP Jam, MCP Inspector, these are tools that are just for exploring it. This is not actually something that you would you would be using it directly.

MCP request is is more the the move there.

I'm connecting to all of these. You'll see I have this Node, currency-mcp.westboss.com.

implemented

is just a lot of fun. I've only been playing with the kids,

you would add these MCPs to So that worked really well. And then then the next step I needed was, like, I needed, like, currency conversion. You know? And but I needed, like, real up to date rates.

meaning that the MCP server is going to be running that can has the ability to fire up a browser, apparently, somebody just, like, like like, literally modded the entire

Well, that's great. You Node, maybe we could have a MCP server for some sick pics

calculate them for me. So I feel like they have quite a bit of overlap, somewhere else. The MCP server can live on the same machine as well, but it also it can live absolutely somewhere else. And, also, it seems to be a little bit more more stateful. You know? There's authentication.

and you can go ahead and load that sucker. Basically, what what they're going to return is this is a massive but there's a lot of other stuff that doesn't have a lot of examples out there that it's not very good at writing. And it's it's hard when things change, like Svelte five.

Basically,

feels like we're just recreating the prompt for that CloudFlare worker because it now knows I'm building that, remote MCP servers, and and that's a relatively

Yeah. Especially things that have, like, a a UI because it gets you out of doing click ops for things. Yeah. But, also, I mean, you're getting into AI ops. But, like, yeah, if if you're clicking around a UI to trigger things and now you have a tool to interact with that via natural language,

know which one if you are using a It won't necessarily via an MCP server Wes you're basically that just extends that. But most of this code is going to be standard or purchased Mario Kart for the Wii, And then in order to actually make it hostable and long running, or or Reddit or whatever, and and partially because, like, people use them to spam, for this specific it's a standard for being able to surface the Cloudflare you you're interfacing

and we'll we'll find some time to to rip around that thing. And

the AI doesn't necessarily know what the the currency rates are. So what I did is I created a MCP server that will expose for for integrating And then when you try to use that tool, you have to first do that whole, do you wanna allow this application? You you click yes, and then it it will then connect it with with AI libraries, like the OpenAI that can use these things. So the output schema is just a new part of the spec, which I have not found to be implemented anywhere yet. And if you want to see all of the errors in your application,

I'm looking at it right now.

SDK.

excel at doing these things is you have to give it tools. Right? And one thing that AI sucks at is math. So I as well as the description take screenshots, Let's just rattle through a couple really handy ones as well. Obviously, I've been talking about the CloudFlare ones. Look at how many they have, though. Yeah. They have one for their docs, one for workers which the early days of APIs.

it can go ahead it'll just simply fetch it, and then it can go through it and and pull pull the parts out that it needs and understand how it works. And that's that's huge. So you basically just have to throw a MCP server for the docs of what you're working on.

there's a couple apps out there that do it, but none of them have are using AI. And I thought, AI is so good at natural language processing. So I I built it up, and it worked really Wes, except there were two problems. First of all, AI sucks at math.

and state for using it inside of our our React application, So they provide those prompts. Because if you were to tell

them, you'll you'll have to be using this MCP remote. I was gonna say most of the documentation for remote ones is gonna include that anyways for Yeah. Common providers.

So but There we go. Find issues in the syntaxfmorg

Wes

And this is really cool because, like, you know how we have, like, cursor rules, you know, like, kinda things that you wanna tell the AI over and over again? Yeah.

from Canadian to Go nuts. You can you can do any of them. You can control the entire browser. Right? Like, that makes a lot of sense. You run that in a Docker container, and it runs on the same machine that you have. But then other other things like the the Sentry one, the Cloudflare Workers one, Another part of the MCP spec is the ability to save will surface a whole bunch of of different tools, you know, add, print environmental variables,

an API.

Yeah. For you. Yeah. Especially because OBS is one of those things that sucks to work in. I don't know if it would make a better UI than than what it is. I don't think the AI will know better. No. I'm just saying, like designers. But You would have to interface with it less. Anyways, what I was saying about the remote MCP servers is that not all

Yeah. Sick picks. You know what? I will sick pick. This is, like, not really

API requests or rest requests, And in order to surface this currency conversion, MCP server, was not very good. And in order to make it better, you have to give the AI more tools.

It's still it's still a good thing to do. It's great. Our kids love it. They don't know any better. That's the most hilarious thing. They don't realize that it can't be better. Probably for the best.

you're working on But there's also things, I I built an app that allows us to start and

So, yeah, the new Mario Kart is just lovely, yeah, as you'd expect it to be.

It doesn't know about Svelte five Gotcha. Just yet. Right? Because the the the models haven't been trained on it. But if you can prompt it with a whole bunch of that I thought we need to do a brand new episode on explaining what it is, cleaning all the updates to it, and kind of diving into all of the different pieces and tools and and helpful things around it. MCP is the model context protocol.

the MCP server apps supported resources.

together, you know, to work with each other. Yeah. Those seem like the biggest,

a MCP server running that will be able to input and output data. So that's that's standard IO. And then the other way that MCP It's not the exact same thing, but the idea Server sent events are kind of a a interesting one because it requires like, it could probably do, like, generative UI. Like, if you just give it a list of all the possible things that you can do Mhmm. It could probably do a pretty good job at just building out a UI for you. And I built a whole UI for the the, OBS Node. And I like, don't you think it could do a if you were to have an MCP server of these are all the possible things you can do Yeah. It could probably generate a pretty neat Alright. That's it for today. Thank you so much for tuning in. We'll catch you later.

Via cursor currently.

works is via HTTP and server sent events, which is of different code examples that you could possibly have. Right? That's a massive prompt that's gonna And then you simply just when it fires up, you can add resources or prompts. In my case, I'm just adding tools.

When it connects to that, you can list all of the different tools that are available and That's I didn't realize that. There's, like, a there's, like, a hacked version of Mario Kart called Mario Kart Black.

I I feel like the tool calling is With the currency one, I felt like I was just hot potatoing a lot of the requests from from one to another. David Kramer had a really good tweet thread on it. Kenzie Dawes also replied. He he had a blog post on it. He says, like, the MCP is not really MCP server. This this one, in my case, is using the, ship prompts along with other tools is is really neat and really useful. So for example, on CloudFlare Workers, order. Yeah. And and surfacing it via Vercel both do an awesome job where they locally on the same machine that your your actual AI code is running, and and that's really helpful for something like Puppeteer.

via

If the AI knows, oh, I'm gonna go grab the documentation Yes. Correct. Yeah. Functions. Turns out Wes kinda need servers. Yeah. So the solution So that your your AI code is running. So for a very simple example is is I was I gave it a math tool calling. So it's able to do things like add and subtract and average and max the the different numbers, image for Mario Kart. Yeah.

more probably what people listening to this podcast are are going to wanna use because we're we're web developers. Right? You wanna be able to

pixelated,

MCP server that and my son just got one for his birthday. They got the AnyLoop

time to jackhammer. Yeah. Yeah. You can't do that. You can't when people are trying to eat dinner and you're jackhammering.

like resources, It was just imagining

is context enough?

library, to the thing that you have. So authentication is something that is relatively new as well as the

related, similar, the same? What what's the the lingo there? It it's kind of a confusing thing. So

And then you can and

Oh, man.

you need to be able to give the AI the the specific docs.

One one for worker builds.

will either be running it on, like, a long term storage or they'll have some sort of other way,

Yeah. Love that.

like, yeah, they're learning how to play the game, and they're doing pretty decent, but they're finishing in the bottom half of the standings every time. And they have a lot less fun doing that. And then when you turn on the steering assist, they're finishing in second place and fourth place, and

Too many tools. Yes.

this,

and I think they all wanted to fire me, because we listened to the whole thing, and they were so

That's kinda worker builds would be kinda cool because you could just chat, hey.

You want your entire API to be available to the AI. But in in other cases, like, if you think about your UI, And I just, like, was like, hey, kids. Let's play Mario Kart. And I was like, this is you you can tell that it like, sometimes it just searches the web. Right? That's a tool that they have integrated into it, so it knows that it can go ahead and and do these things.

that you would be expecting. So if you say, like, go off and download count, see if something's on the page. You know, like, anything that that you could normally do, you can sort of robot CloudFlare uses durable objects. Vercel uses fluid compute.

And in order to specify that schema, I've, something called tool calling, which is not MCP. I'll talk about the differences later on in the show. And, basically, you give it

I wanna say this. Somebody's jackhammering a patio

to that GitHub here called awesome MCP servers you can kinda rip through. It seems

calling tools.

And then vendor number two, I would go ahead and give all the Scott. Which one is the better deal? And it would go ahead and do all the math for me, find the averages, There is long lived sessions that are streaming data back and forth.

Oh, hey, man.

and alright. We have to record six episodes, and and that's this many hours support them just yet because it is a relatively new this whole MCP thing is

You don't want a production application out there that, well, you have no visibility into in case something is blowing up, and you might not even know it. So head on over to century.i0/syntax.

to run. Too many tools.

for converting currency, for getting historical rates.

dot f m team.

but it was just imagining the actual answers. You know? And I was like, this is kinda frustrating. Be so what you have to do Yeah. Totals up. Like, some of them were correct, and then some of them were just like, no. That's examples and and and TypeScript types and how these things work, then it's gonna do a much better job So lots of back and forth with the the actual server. So once you're logged in, then you can say, what are my things? So at something like like the Cloudflare Workers one Yeah, man. Modding a Wii is the move if you don't have a Nintendo Switch because that's we may need them a game. I modded my Nintendo Wii when I was in college maybe. So has a $50 setup.

So

and then

they were so mad about it by the end of the by the because they're like, they were gonna throw me out the window, I I swear, but I really liked it. That's hilarious.

I am using Node, so generate latest race schema.

to be able to get a list of my issues or to to kick off the their AI agent to actually fix the things for you. I've got my currency one, which is going off and fetching the currency rates and and able to, I downloaded

Love that. Yes.

like, give it a schema. Now the schema is really important because its schema it does several things. Right? It it tells Instead of interfacing with your service

princess peach on the back cover of this thing. This is what you this is what you, you loaded up. My gosh.

your chat application.

tools is probably the the most popular one. Right? Like, here's an example So when the AI realizes it needs to fetch a rate or do some validate that the data coming in from the AI is of the format that you expect it before you go ahead and and pass it through. And then you can also

cursor

will or whether you are building to do math, it simply just returns no. There we go. They're they're listed.

And then we have MCP, which kinda seems like the same thing but also isn't.

feed it into this React hook, and it will you simply just add it as a MCP. And then when the AI goes off and and runs it, it says, oh, for very simple functions that need to get run, whereas the MCP server is going to be for in in my example, I'm connecting to the Cloudflare workers once to get docs and be able to create databases. I'm connecting to my century m MCP a couple days ago, so I'm feeling feeling fresh on that. And I used a lot of the the new features that have come out since we did the first episode on it. So the application that I was building was sort of like this little scratch pad And then, Maybe if we take a look at because so many of these things that are not like, it's AI has been is really good at writing Next. Js and Tailwind, can be remote, Right? There's a Puppeteer MCP server moving at, like, a breakneck speed right Node. And I imagine that this episode in in three months will be relatively Go ahead and rerun that, and it will give me the Canadian rates.

it really feels like the input. It does the validation of the data coming in.

you'll want to check out Sentry at century.i0/syntax.

And it's kind of an exciting time to

What would that do? What would that do? What would that do?

which has a couple of neat features. They're setting timers on it and everything, and it's, like, something like $30.35 and a welcome bot. Like, do we need a syntax MCP server?

to use one of these specific tools? Yes. Are you having to pass specific keywords, or

your API.

the service via

that makes more sense to log in and be able to communicate back and forth because Yeah. They have all the info information. Right? Yeah. In fact, that's primarily how I've often used them. Now I have used, like, the Sentry one, but, you know, the the MCP server I've been using the most lately is the Godot

Like, it lasts like, it's not every day they're charging it. It does, like, step counting, which they love every day. How many steps you got? You Node? They're trying to compete with us. And it's also interesting as a parent to see your MCP server had to be running and you can't give people programmatic tools for for pushing things. However, and then it would tell me at a hundred and five hundred T shirts, which was the better vendor.

Again, we've been using this tool for a long time, and it totally rules. Alright.

reusable prompts.

then what you'll have to do is you have to use this little Npm MCP remote. And what that does is it just fires up a little proxy server on your machine, and it will sort of translate them from one to another. It's it's a pretty which is wild to me because you basically just take any MCP server, and or on the same machine that the AI process is running. So if you have, like, a Node script or something that's that's handling incoming requests, you might also have Yeah. That's that's great. I even think about,

that seems interesting to me, or you're able to connect several tools

in a text editor

I'm sick.

Why did my build fail? Can you explain to me why you would need one for the docs?

is,

historically someone that plays Mario Kart games by picking the most obnoxious characters. Like, who who are the biggest, most annoying characters in the game? And let me tell you, this game has got some obnoxious characters.

UI for doing currency conversion and and and addition and and whatnot.

give you

So I'll be the cow. I'll be Chargin' Chuck. I'll be just, like, the goofiest

tools to it via something called MCP.

In the early days, everybody had an API, and everybody was building stuff and remixing and connecting things together, and and it was really good. And over time, be made available to the AI, and then the AI will be able to decide when it wants to use a specific tool, And that server? tools to AI.

is either going to be just a JSON payload, like, give me a list of all of your tools, or let me go ahead and

settings, the settings that are Wes from YouTube. Give me the YouTube settings.

Yeah. So when you're loading a tool, when you're defining a tool, you you give it a description. Actually, specify how to give it the information.

buttons, that will either return just JSON back or it will give you a stream MCP servers will either return one of two things. First of all, you you send a post request to it, and then what is returned for the four tools. But if you go into, like, the Century,

Just got scandalous

the MCP before we had MCP, we had this idea that, And, like like, literally, somebody, like, went and replaced all the music, all of the, like, infographics, out of date, and we'll have to have to do another one. But

at I used to work at a a a record label, Ghostly International, for people who might have heard of it. We each used to get like, there would be a rotation of who got to pick the album that we'd be listening to. And there's, like, six people in the office, and these, mind you, are very

like Claw Desktop this use MCP, which is a React hook,

Yeah. Documentation is so key because Yeah. But, like, why Node why would you need an MCP server for the docs themselves?

like, the OpenAI are allowing you to supply files,

just just about any product type of thing or or whatever.

This tool, that I'm using or if you want to be able to explore an MCP, annotate message.

but I can control the Godot interface you're calling tools, which

is really cool, which a lot of this help your your AI agent that's generating code to generate code that is much more in line with it.

a lot of those APIs disappeared, type of resource have all of their documentation as markdown.

or get latest rates, all of the things that it has available to you. So, Check the docs for x, y, and z. Or if it doesn't understand how something works, six months ago, give it different symbols.

on average. They're between this and this. And even, like, the loading screen. Oh, creepypasta.

on on the Century MCP,

one or two good ones. And even though two good one or two good ones vary pretty widely in terms of what they're able to do. So And how are you interfacing with that

and then having to do quick little math. You know? Like, And I'll I'll give you an example of of where I ran into it recently. I I built my second something that would go off and download an SVG icon and then Yes. Bring it back to the AI because that's something the AI sucks at. It sucks at with a computer.

The MCP is more of a UI, which I thought was kind of an interesting way. It's a connecting thread.

the way that it generally would work is that's neat. I have access to these tools. Right? And if you're using ChatGPT, Right? You you can take the base, which is a currency Node, and you can go ahead to describe it.

fire up a server. You wanna have URL endpoints, and then people can connect to it. So that's generally how Wes

characters because that's, that's how I like to play.

OBS, I would like you to have these, My name is Scott.

that will will do calculations for you. So I find myself often doing things like just like writing notes Whereas the output types. This is something that I have created, but I'm not using it yet because I have not yet found anything

if I want to automate certain things, create resources,

use one of these tools. So, for example, get latest rates, Go ahead and run that tool. It's gonna give me a list of all the prompt for working with Cloudflare workers. Right? It just says, like,

music people. I'm very into music person myself, but these guys were very serious. And it was often like, I'm gonna put on this album that is, like, touching my soul right now. And,

USD new thing to the spec. Mhmm. Meaning that,

So yeah. Node. Not a fan of that. And, yeah. So my besides that, I've just been, like, banging my head against some code stuff, and I'm sure the jackhammering has not been, like, helping my brain function today. Yeah. So that's where I'm at. Yeah. One of those days. Right? Well, I'm I'm gonna fill you with MCP

and turn off recordings and record screens and do a whole bunch of, like, neat stuff. But I I often think like, wouldn't that be nice if it was just Yeah.

like t shirt vendor one a MCP Vercel? Because then you can just whether you are using, like, an IDE editor like Versus Node or Cursor or whether you're using a chat application, and that will allow you to connect to an m p MCP So, I find myself just having to, like, copy paste that into a calculator or something like that. And I'm like, I want, like, a natural language docs, you can give it you can have function calling JS is what they they they called it.

do some conversions, and amount.

you see they have workers prompt full,

That's so funny.

And the so this Wes not like a chat app that I was using directly. It's just I just the app that I was building anything that interacts with ID. In my case, I was using the OpenAI TypeScript you could just type to what you want. Or, like like, a lot of times, I look at Yeah. Yeah. Because you I think what what can happen is if when you have too many, it can simply use the tools that I have supplied to it via MCP. So here I have this little MCP jam, which is a yeah? Cool. Yes. Answer or Wes question there, student Scott. What I don't wanna do I don't wanna interrupt you. I how does the AI know when

I don't understand

You would add it to your your cursor or your Versus Node IDE, MCP and load all of their tools, you can see here that there's, like, a find teams tool here, and it says finds teams in organization Century. Use this tool when you need to view all teams in a Sentry organization.

this thing costs a $100, and then you add on tax and shipping, and then I'll divide it by there's two of them. You divide by two.

And then at a 100 t shirts, it would cost $7 per t shirt. And at 500 t shirts, it it would cost $5.55.

Serverless.

to get around that via durable objects or or fluid compute.

server, MCP pnpm.

client that doesn't support remote MCP servers yet, which is most of them, download it, and then put that as part of the the prompt before it goes off.

we said at one point isn't MCP. Yarn is is tool calling an MCP

code guidelines, but then they also have output formats,

when they announced, like, giving, like, modes where it was, like, give, like, steering assistance and stuff like that, I didn't really understand it. But, like, now that I'm playing with a six year old, man, the steering assistant stuff

the MCP is a standard specification.

can do things. Right? Like, when you can start stuff or save things or modify.

Mario Kart black. Yeah. It's your own thing like And your own version of of Twitter or or whatever social network they want you something. Right? Like, you're working on Cloudflare Workers. You're working on Svelte. You're working on whatever, run a a cat command and and pipe it into Why that what that actually looks like. The way that it works is you can fire up a, Find the team's slug to aid in other tool requests. So that both the name of it, obviously, was enough for me,

it could just send you right to wherever we we bought these things from. Sick picks are the things that we are enjoying. Could be anything, a podcast,

sometimes your UI will have two or three different it's, like, the right amount of smartwatch. It's the battery lasts, like, five or six days, which is awesome.

common thing. Anytime, like, you see any documentation

dark. This is what you downloaded? Okay. Because I I I what I what I'm doing is I'm working on a game, and Yeah. Godot has its own interface that also has,

So and you can view You could search for a like, again, we're just describing It's just the Node. Yeah. Yeah. Here. You're just giving it a different means of interfacing with it. Yeah. I think the the real power of a lot of these APIs is is both when you can pull content, but also when you can

but, man, the new Mario Kart on Nintendo Switch two jackhammering

There's clients So that was the, or your API via

MCP server allows it so that I don't have to work inside of Godot,

So tools, you just, like, load it up and give it a bazillion, Or Right? Because the AI has to know how to structure bucks. When we first got it, I was like, this thing JS probably gonna suck. You know? Like, how good can a $35 Anthropic. They're the the makers of the spec.

and wants to run it. Okay. I've always found that it will be a little bit interesting with MCP. Maybe it's gotten easier to always get the the right call. I know this is

HTTP hosting of MCP servers MCP server that I made, and I obviously have a couple other MCP servers here. We got the CloudFlare Worker MCP server. What this will do is it you authenticate, which is a new part of the MCP spec that we did not cover last time. So So alright. Let's let's get in on into it. So MCP, Like I said earlier,

Wes APIs. Yeah. Right. Yeah. Of course. Yeah. That is the the weird thing.

bonuses for me. Yeah. And I and probably the the one other one I'd add to that is is being able to get better results out of your out of your AI application. Because at at the end of the day, the whole reason I I stumbled into all of this is because I simply just needed better math and better currency conversion in the app that I was building.

hilariously enough, I was just you just asked me that question, and I went to show you my description. I don't even have descriptions And that's a great thing just to feed directly into an AI, but it's it's one step further where you don't even have to go copy paste it. You can simply just give it the tools like, hey.

the AI agent, hey. Create a CloudFlare worker that does x, y, and z, chances are it's going to go ahead and grab But,