How does this MCP help prevent outages?

It calculates the exact moment you need to trigger an investment so that new capacity is online before your demand hits safety limits.

Can I use this with Claude or Cursor?

Yes, you can connect this MCP to any MCP-compatible client including Claude, Cursor, and Windsurf.

What kind of data do I need to provide?

You'll need to provide current utilization levels, demand growth rates, and the lead time required for new capacity.

Does this MCP handle the hosting?

Yes, Vinkius hosts and manages the MCP so it is ready to use immediately after you connect your client.

How does it calculate ROI?

It compares the cost of paying for idle capacity early against the financial risk of waiting too long and facing a service failure.

How do I know when to invest in new servers?

You can use the calculate_investment_timing capability. By providing your current utilization, demand growth rate, and lead time, it will tell you exactly how many months you have until a decision is mandatory.

Can I compare the cost of investing early versus late?

Yes, the compare_investment_strategies capability is designed specifically to evaluate the financial impact of early investment (idle costs) versus late investment (risk of service failure).

What is a demand buffer?

A demand buffer is the safety margin between your current utilization and your maximum safe threshold. You can monitor this using analyze_demand_buffer.

An astronaut overseeing a futuristic data hub

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Connect Infra Capacity Planning Roi to ChatGPT and Claude

Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Stop guessing when to buy more hardware or cloud capacity.

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

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Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

Your AI does the work. We keep it safe and sound.

No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.

Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

V8 Isolate01

Each Connector runs inside its own sealed environment.

Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.

Kill Switch02

One switch stops every agent. Instantly.

One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.

FinOps per User03

Spending limits that pause instead of surprise.

Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.

Three controls, built into the layer your AI connects through.

Curated set · 4 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Infra Capacity Planning.

01
Analyze demand buffer
This capability calculates the safety margin you have left before hitting capacity limits. It helps your agent see how much breathing room remains in your current setup.
02
Calculate investment timing
This capability determines the specific date you need to trigger a new capacity purchase. It accounts for lead times to ensure new resources arrive before you breach safety limits.
03
Compare investment strategies
This capability weighs the cost of buying capacity early against the risk of waiting. It shows the financial difference between paying for idle resources and risking a service failure.
04
Get capacity lifecycle summary
This capability provides a high-level view of your infrastructure health. It gives your agent a quick snapshot of current status and upcoming requirements.

Real work

What teams actually run

Budget Justification

Use the agent to show leadership the cost of waiting to invest versus the cost of buying early.

Outage Prevention

Monitor safety margins to ensure new capacity arrives before demand hits critical thresholds.

Cost Optimization

Identify where you are over-provisioned to free up budget for other projects.

Growth Planning

Project how current monthly demand growth will impact your capacity needs over the next year.

One connector, every AI

Infra Capacity Planning works with the most popular AI clients.

These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.

Building your own app? The connector is yours to use.

You don't need a client to put Infra Capacity Planning to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.

Observed, not estimated

913ms average. Fast in production.

Infra Capacity Planning is checked daily against the live service.

Daily averagePeak 1286ms

Oct 8Today

Fastest day: 802ms
Slowest day: 1286ms
14-day trend: Slowing+26%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 4 capabilities arrive ready to run.

Preview access · not provider authentication

The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Infra Capacity Planning, so you can see the experience inside your AI.

It does not authenticate your account with Infra Capacity Planning. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Infra Capacity Planning Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_SA1shigdZjtKjYDIvJwaNbQBifu36yDU2iRGBxqY/mcp

Claude Desktop

Follow the steps below to connect in seconds.

1In Claude Desktop, open Settings → Connectors.
2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
3Click Add and start a new chat — Infra Capacity Planning capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "infra-capacity-planning-roi-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_SA1shigdZjtKjYDIvJwaNbQBifu36yDU2iRGBxqY/mcp"
    }
  }
}

Claude
ChatGPT
Cursor
VS Code
Windsurf
Claude Code
JetBrains
Cline

Step-by-step instructions for each client are in the guide. How to connect

Guided setup for Claude? Set up Infra Capacity Planning in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Infra Capacity Planning owners hand off.

This MCP is built for technical teams managing growing digital infrastructure. It helps bridge the gap between engineering needs and financial planning.

01
SRE / DevOps Engineer
Hands off utilization data to the agent to get precise upgrade timelines.
02
Infrastructure Manager
Uses the agent to justify budget requests with ROI and risk data.
03
FinOps Analyst
Asks the agent to find ways to reduce idle capacity costs.

FAQ

Questions Infra Capacity Planning owners ask.

01
How does this MCP help prevent outages?
It calculates the exact moment you need to trigger an investment so that new capacity is online before your demand hits safety limits.
02
Can I use this with Claude or Cursor?
Yes, you can connect this MCP to any MCP-compatible client including Claude, Cursor, and Windsurf.
03
What kind of data do I need to provide?
You'll need to provide current utilization levels, demand growth rates, and the lead time required for new capacity.
04
Does this MCP handle the hosting?
Yes, Vinkius hosts and manages the MCP so it is ready to use immediately after you connect your client.
05
How does it calculate ROI?
It compares the cost of paying for idle capacity early against the financial risk of waiting too long and facing a service failure.
06
How do I know when to invest in new servers?
You can use the calculate_investment_timing capability. By providing your current utilization, demand growth rate, and lead time, it will tell you exactly how many months you have until a decision is mandatory.
07
Can I compare the cost of investing early versus late?
Yes, the compare_investment_strategies capability is designed specifically to evaluate the financial impact of early investment (idle costs) versus late investment (risk of service failure).
08
What is a demand buffer?
A demand buffer is the safety margin between your current utilization and your maximum safe threshold. You can monitor this using analyze_demand_buffer.

Explore

More in Infrastructure

Connect Infra Capacity Planning to Claude, Cursor, ChatGPT & more

Your AI does the work. We keep it safe and sound.

Each Connector runs inside its own sealed environment.

One switch stops every agent. Instantly.

Spending limits that pause instead of surprise.

We ship only the actions that matter.

01-04

Analyze demand buffer

Calculate investment timing

Compare investment strategies

Get capacity lifecycle summary

What teams actually run

Budget Justification

Outage Prevention

Cost Optimization

Growth Planning

Building your own app? The connector is yours to use.

Infra Capacity Planning Connector

Claude Desktop

SRE / DevOps Engineer

Infrastructure Manager

FinOps Analyst

How does this MCP help prevent outages?

Can I use this with Claude or Cursor?

What kind of data do I need to provide?

Does this MCP handle the hosting?

How does it calculate ROI?

How do I know when to invest in new servers?

Can I compare the cost of investing early versus late?

What is a demand buffer?

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