Model Context Protocol
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Search complete. 4988 mentions across 1236 episodes found for "Model Context Protocol".
Sep 11, 2026
Dan KoeHOST
You can just start chatting, and you will essentially be able to run your business from those six employees that I give you.
Dan KoeHOST
You can do it in Eden with one click, and they're all in one place, or you can download the individual skill file that you would upload to Claude, or you can add them to Eden and then connect Eden to the Claude via the MCP so that Claude is able to see trending social media posts and do research, and it can access these custom AIs or these employees.
Dan KoeHOST
So the first thing we need to nail down when it comes to building a one-person business is just brand, which is how you present yourself or your business to the world.
Dan KoeHOST
Now in your personal life, when people think of your name, what do they think of? What do they associate you with? Are you cool to be around? What are your likes and your dislikes? Are you fun to be around? Are you funny? Are you helpful? Are you trustworthy? Are you valuable? What do people come to you for? Things like that.
Dan KoeHOST
You're not competing on the product or service level.
Dan KoeHOST
You're competing on the offer level, so the amount of value compared to the price.
Dan KoeHOST
So if you were to take a second brain app or a research tool like the YouTube research tool that everyone uses, and then you look at Eden, which is able to research all platforms through the MCP, through the chat, and have all of your ideas, notes, links, posts, and soon products in one place, Eden is obviously the better deal, if you'll allow me to brag for a bit.
Dan KoeHOST
And it has social scheduling, so it replaces another app too.
Jeffrey ShermanHOST
Here...
Jeffrey ShermanHOST
It could be as simple, in the setup that I'm using, it's as simple as Claude plus Grafana MCP server.
Jeffrey ShermanHOST
So Grafana runs on top of Loki.
Jeffrey ShermanHOST
So it's all open telemetry and you just ask it, hey, connect to the MCP server, check it out.
Jeffrey ShermanHOST
Boom.
Jeffrey ShermanHOST
No giant setup.
HackerNoon AINARRATOR
This audio is presented by Hacker Noon, where anyone can learn anything about any technology.
HackerNoon AINARRATOR
When you don't need MCP.
HackerNoon AINARRATOR
A practical guide for AI developers, by Shi Yang.
HackerNoon AINARRATOR
The problem, job postings keep mentioning MCP, as if everyone doing agent development has to know it.
HackerNoon AINARRATOR
Some people say MCP is too heavyweight and hardly anyone actually uses it.
HackerNoon AINARRATOR
Meanwhile plenty of tutorials say a unified interface via MCP is great.
HackerNoon AINARRATOR
Most tutorials you'll come across explain what MCP is and why you should use it.
HackerNoon AINARRATOR
After all that explanation, it's still hard to get an intuitive feel for the trade-offs.
speaker_1HOST
The
speaker_0HOST
model context protocol specification.
speaker_1HOST
Dated exactly 2026-07-28.
speaker_1HOST
Right.
8 MINS LATER
speaker_1HOST
They just hang forever.
speaker_0HOST
Which leads right into pillar number four.
speaker_0HOST
The protocol moved, specifically the Model Context Protocol or MCP, which was completely revised in July 2026.
speaker_0HOST
What exactly is MCP for those who haven't dug into the back end?
MattiasHOST
And last year... with AI being everywhere, they kind of pivoted, well, tried to pivot towards let's us be your AI destination.
MattiasHOST
So they released bunch of MCP-related product.
MattiasHOST
They released Ask Gordon, which is like Docker AI agent that people can ask about Docker images.
MattiasHOST
I'm
AndreHOST
not
MattiasHOST
sure why.
MattiasHOST
They did a Docker MCP catalog and MCP toolkit.
MattiasHOST
So that was like a really interesting idea because they could try to position themselves like SMCP gateway where you can run your MCP server.
AndreyHOST
Like with the RAM prices going up, the local LLMs becoming less viable, basically.
PaulinaHOST
Also, I think one of the stuff I've seen was that, you know, MCP, if you create your own MCPs, people start using like, you know, toolboxes or namespaces to divide it, to not call, you know, everything at once, but more depending on the context, make it more complex.
PaulinaHOST
So it, you know, only by getting more and more information, it go particular.
PaulinaHOST
So for example, you want to, I don't know, change something in Jira.
AndreyHOST
So like ideally you would stay with a small context.
AndreyHOST
But then as Paulina said, all the stuff that's being loaded on the start of the session, that eats into that context.
AndreyHOST
So if you have tons of MCPs, all of that, if they define the tons of tools, all the tool descriptions being loaded, the system prompt, any kind of agent MD file that you have in there.
AndreyHOST
So you have to really balance it and learn it.
GeorgeHOST
That's the prompt, one sentence.
GeorgeHOST
Before MCP finding this required, exporting your search term report, opening Excel, filtering by spend, filtering by sales, sorting, and doing that across every campaign.
GeorgeHOST
If you've got 40, 50 campaigns, that's an afternoon.
GeorgeHOST
Think about what that means.
GeorgeHOST
And then three, instant reporting.
GeorgeHOST
Show me campaign performance for the last 30 days and sort by spend.
GeorgeHOST
We're in the process of rebuilding our entire Amazon ads reporting using MCP.
GeorgeHOST
This has already seen a 90% reduction in reporting prep time.
Arunansu PattanayakHOST
Right.
Arunansu PattanayakHOST
So, so, so today, like, you know, if you look at the agent economy, like the protocols exist now, it's like, you know, 50, 50, either A to P or MCP.
Arunansu PattanayakHOST
Right.
Arunansu PattanayakHOST
So those protocols exist and the protocols are open source, right? Protocol anyone can implement.
11 MINS LATER
Ravi BijlaniGUEST
And think about it.
Ravi BijlaniGUEST
Earlier, the notion was microservices, right? At that point, you're like, oh my God, it's going to be an integration nightmare.
Ravi BijlaniGUEST
Right now, all we have is our MCP server.
Ravi BijlaniGUEST
And you just, you know, our APIs that people are calling.
Fernando NikolićGUEST
And that was like a crazy realization because.
Fernando NikolićGUEST
I did not, I wasn't even thinking about an MCP or, you know, a Gentic workflow back in August last year.
Fernando NikolićGUEST
It wasn't really a thing that anybody was talking about.
Fernando NikolićGUEST
So I was like, yeah, building the airplane while in the air type of thing.
Fernando NikolićGUEST
And I was able to pivot fast and create like an MCP specifically for what a lot of people told me that they wanted.
Fernando NikolićGUEST
And that became the business.
Fernando NikolićGUEST
And that's the majority of the people that are currently paying for Perception is for people to just plug it in into whatever they have going on internally with their own AI setup and agentic workflows.
32 MINS LATER
Fernando NikolićGUEST
Everybody's embracing this AI thing in a very different way because their companies have very different needs.
Jesse MillerGUEST
I just had something the other day where I had to go like open up a tab and go click on something to get information.
Jesse MillerGUEST
And I found myself like frustrated that I couldn't, they didn't have an MCP integration that I couldn't just ask Claude to get me that information.
Jesse MillerGUEST
So we're starting to work that way now as humans.
Jesse MillerGUEST
So it's becoming the status quo for this, the new interface for information, right? Yeah.
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