LagosMCP

Enterprise-grade Lagos interoperability through the Model Context Protocol.

LagosMCP is a production-ready, highly scalable MCP server designed to emulate the natural communication patterns of Lagos.

After extensive observation, research, and several conversations, we identified a recurring architectural pattern:

Any concept can, and eventually will, become an MCP.

LagosMCP solves the critical problem of having to wait for Lagos to say it himself.

---

The Problem

Modern conversations suffer from several critical limitations:

• Not enough buzzwords
• Insufficient use of the word "agentic"
• Normal concepts are occasionally allowed to remain normal
• People sometimes discuss software without mentioning MCP
• Lagos cannot be present in every conversation simultaneously

This represents a serious scalability bottleneck.

---

The Solution

LagosMCP exposes Lagos as a standardized Model Context Protocol interface.

Instead of asking:

"What would Lagos say about this?"

Your AI agent can simply invoke Lagos directly.

User: We're thinking about making a website.

→ Lagos.Buzzword("making a website")

"What if making a website was actually an AI-native,
multi-agent orchestration layer exposed through MCP?"

Problem solved.

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Architecture

                         ┌─────────────────┐
                         │      User       │
                         └────────┬────────┘
                                  │
                                  ▼
                         ┌─────────────────┐
                         │       LLM       │
                         └────────┬────────┘
                                  │
                                  │ MCP
                                  ▼
                         ┌─────────────────┐
                         │    LagosMCP     │
                         │                 │
                         │   Buzzword()    │
                         │     Larp()      │
                         └────────┬────────┘
                                  │
                                  ▼
                       Enterprise Nonsense™

---

Tools

Lagos.Buzzword

Transforms an ordinary subject into a scalable, AI-native, production-grade technological paradigm.

Input

going to the gym

Output

What if going to the gym was actually an AI-native,
distributed multi-agent fitness orchestration layer
with MCP interoperability?

---

Lagos.Larp

For situations where simply mentioning MCP isn't enough.

Transforms an ordinary activity into something that sounds like it requires $14 million in seed funding.

Input

making scrambled eggs

Output

I'm currently architecting a production-grade egg preparation
ecosystem utilizing modular infrastructure, real-time orchestration
and agentic workflows.

---

Requirements

To deploy the Lagos emulation layer, you will need:

• .NET
• An MCP-compatible client
• A complete disregard for whether something actually needs an MCP

---

Installation

Clone the repository:

git clone https://github.com/Melyguy/LagosMCP
cd LagosMCP

Restore dependencies:

dotnet restore

Run the server:

dotnet run

The Lagos emulation layer will now wait patiently for incoming requests.

Note: LagosMCP communicates using stdio.
If it looks like it's doing nothing, that means it's probably working.

---

VS Code Setup

LagosMCP can be connected to an MCP-compatible client such as VS Code.

Create:

.vscode/mcp.json

Then add:

{
  "servers": {
    "Lagos": {
      "type": "stdio",
      "command": "dotnet",
      "args": [
        "run",
        "--project",
        "${workspaceFolder}/LagosMCP.csproj"
      ]
    }
  }
}

Start the MCP server through VS Code.

You can then ask your agent:

Use Lagos.Buzzword on "ordering pizza".

The agent will contact Lagos through the standardized Lagos interoperability layer.

As nature intended.

---

Example Usage

Example 1 — Going to McDonald's

Before LagosMCP:

Let's go to McDonald's.

After LagosMCP:

We should architect an agentic food-acquisition pipeline
with real-time burger orchestration exposed through MCP.

---

Example 2 — Going to the gym

Before LagosMCP:

I'm going to the gym.

After LagosMCP:

I'm deploying a production-grade human performance optimization
workflow with horizontally scalable progressive overload.

---

Example 3 — Making a website

Before LagosMCP:

We should make a website.

After LagosMCP:

We should build an AI-native distributed frontend orchestration
platform with agentic context retrieval and MCP interoperability.

---

Roadmap

v1

• Lagos exposed through MCP
• Buzzword generation
• LARP infrastructure
• The Lagos-Special in norwegian
• VS Code interoperability
• Enterprise nonsense

v2

• Lagos.Mcpify()

  • Convert literally anything into an MCP

• Lagos.Predict()

  • Predict what Lagos is about to say

• Lagos.Evaluate()

  • Calculate the probability that a conversation will eventually lead to MCP

• Buzzword intensity parameter

Intensity 1:
"Maybe we could automate this."

Intensity 5:
"We need an AI-native distributed agentic orchestration substrate
with semantic context propagation and MCP interoperability."

v3

• Lagos-as-a-Service (LaaS)
• Distributed Lagos instances
• Kubernetes deployment for absolutely no reason
• Blockchain integration for even less reason
• 47 microservices
• Enterprise pricing
• Series A funding
• Replace Lagos entirely

---

Performance

LagosMCP has been carefully optimized for modern enterprise workloads.

Metric	Performance
MCP mentions	Extremely high
Buzzword throughput	Enterprise-grade
Useful information	Variable
Scalability	Yes
Agentic	Very
AI-native	Obviously
Cloud-native	Probably
Production ready	Absolutely not
Kubernetes required	We're working on it
VC valuation	$4.7 billion

---

Benchmarks

Internal testing produced the following results:

Normal Human
────────────
MCP mentions / minute:        0.02
Agentic mentions / minute:    0.01
Buzzwords / sentence:         0.4


Lagos
─────
MCP mentions / minute:        ∞
Agentic mentions / minute:    Yes
Buzzwords / sentence:         Enterprise-grade


LagosMCP
────────
MCP mentions / minute:        Horizontally scalable
Agentic mentions / minute:    AI-native
Buzzwords / sentence:         Production-ready

Results have not been peer reviewed.

---

FAQ

Why does this exist?

Because he kept saying MCP.

---

Is this actually an MCP server?

Unfortunately, yes.

---

Is this production ready?

Define production.

---

Is LagosMCP scalable?

Horizontally, vertically, spiritually, and agentically.

---

Could this have just been a C# method?

That kind of thinking is exactly why you aren't disrupting the industry.

---

Does this need Kubernetes?

No.

Which is precisely why Kubernetes support is on the roadmap.

---

Does this need AI?

No.

Next question.

---

Why use MCP?

Excellent question.

We are currently developing an MCP to answer it.

---

What problem does LagosMCP actually solve?

Yes.

---

Contributing

Pull requests are welcome.

However, all proposed features must first answer the following question:

Could we make this an MCP?

If the answer is yes, implementation may proceed.

If the answer is no, reconsider your architecture until the answer becomes yes.

Development Philosophy

All contributions should follow the core LagosMCP engineering principles:

1. Never use a function when you can use a service.
2. Never use a service when you can use a microservice.
3. Never use a microservice when you can use an agent.
4. Never use an agent when you can use multiple agents.
5. Never use multiple agents without an orchestration layer.
6. Never build an orchestration layer without exposing it through MCP.

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Security

LagosMCP follows industry-leading security practices.

We currently have no idea what those are.

Please do not expose LagosMCP to critical infrastructure.

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License

Do whatever you want with it.

If you somehow make money from LagosMCP, we have significantly underestimated the state of the software industry.

---

Disclaimer

LagosMCP is a parody project.

Any resemblance between generated buzzwords and actual statements made by Lagos is purely coincidental and statistically inevitable.

No Lagos instances were harmed during development. Though the real one might've been

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LagosMCP
Why have a conversation when you can have an interoperability protocol?