What can this MCP calculate?

It calculates CG shifts, required ballast for target positions, mass distribution summaries, and safety envelope compliance.

Which AI clients can use this MCP?

You can use this with any MCP-compatible client like Claude, Cursor, Windsurf, or VS Code.

How does it handle safety checks?

The validate_loading_configuration capability compares your mass and moment data against the safety limits you provide.

Can I use it for lateral CG shifts?

Yes, the capabilities can handle both longitudinal and lateral shifts and moments.

Do I need to host this myself?

No, Vinkius hosts and manages the MCP so it is ready to use immediately after you connect.

How do I check if my current aircraft loading is safe?

You can use the validate_loading_configuration capability. Provide the current mass, moments, and the longitudinal and lateral CG limits to verify if the configuration is within the safety envelope.

Can I calculate how much ballast I need to reach a specific CG?

Yes, the calculate_required_ballast capability determines the exact mass needed at a specific station to achieve your target longitudinal CG position.

What happens if I move cargo from one station to another?

The calculate_cg_shift capability will calculate the resulting change in the center of gravity, providing both longitudinal and lateral displacement and checking against any provided limits.

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Connect Center of Gravity Shift Calculator to your AI

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. Handle complex aircraft weight and balance calculations instantly.

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 Center of Gravity Shift Calculator.

01
Calculate cg shift
This capability calculates the primary shift in the center of gravity when you move mass between different locations.
02
Calculate required ballast
Use this to find the exact amount of ballast needed at a specific station to reach a target CG position.
03
Summarize mass distribution
This capability provides a high level overview of how mass is currently spread across the aircraft.
04
Validate loading configuration
This capability checks if your current mass and moment data stays within your required safety envelopes.

Real work

What teams actually run

Cargo Reconfiguration

Calculate how moving cargo from one station to another changes the aircraft's CG.

Ballast Planning

Find the exact weight needed at a specific station to correct a CG imbalance.

Safety Compliance

Check if a planned loading configuration stays within longitudinal and lateral limits.

Mass Auditing

Get a summary of how fuel, engines, and cargo are distributed across the airframe.

One connector, every AI

Center of Gravity Shift Calculator 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 Center of Gravity Shift Calculator 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

1021ms average. Fast in production.

Center of Gravity Shift Calculator is checked daily against the live service.

Daily averagePeak 1407ms

Oct 14Today

Fastest day: 943ms
Slowest day: 1407ms
14-day trend: Improving-33%

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 Center of Gravity Shift Calculator, so you can see the experience inside your AI.

It does not authenticate your account with Center of Gravity Shift Calculator. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Center of Gravity Shift Calculator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_OeCSdxcLGuIx1lSnCLWHc2RSV5kl9SXSjoo7MXjL/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 — Center of Gravity Shift Calculator capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "center-of-gravity-shift-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_OeCSdxcLGuIx1lSnCLWHc2RSV5kl9SXSjoo7MXjL/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 Center of Gravity Shift Calculator in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Center of Gravity Shift Calculator owners hand off.

Aviation professionals who need to perform rapid weight and balance calculations without manual spreadsheets.

01
Loadmasters
They hand off cargo and fuel distribution data to the AI to verify safety limits.
02
Flight Dispatchers
They use the capability to calculate ballast needs and CG shifts for flight planning.
03
Aviation Engineers
They use the mass distribution capabilities to analyze aircraft loading configurations.

FAQ

Questions Center of Gravity Shift Calculator owners ask.

01
What can this MCP calculate?
It calculates CG shifts, required ballast for target positions, mass distribution summaries, and safety envelope compliance.
02
Which AI clients can use this MCP?
You can use this with any MCP-compatible client like Claude, Cursor, Windsurf, or VS Code.
03
How does it handle safety checks?
The validate_loading_configuration capability compares your mass and moment data against the safety limits you provide.
04
Can I use it for lateral CG shifts?
Yes, the capabilities can handle both longitudinal and lateral shifts and moments.
05
Do I need to host this myself?
No, Vinkius hosts and manages the MCP so it is ready to use immediately after you connect.
06
How do I check if my current aircraft loading is safe?
You can use the validate_loading_configuration capability. Provide the current mass, moments, and the longitudinal and lateral CG limits to verify if the configuration is within the safety envelope.
07
Can I calculate how much ballast I need to reach a specific CG?
Yes, the calculate_required_ballast capability determines the exact mass needed at a specific station to achieve your target longitudinal CG position.
08
What happens if I move cargo from one station to another?
The calculate_cg_shift capability will calculate the resulting change in the center of gravity, providing both longitudinal and lateral displacement and checking against any provided limits.

Explore

More in Engineering

Connect Center of Gravity Shift Calculator 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

Calculate cg shift

Calculate required ballast

Summarize mass distribution

Validate loading configuration

What teams actually run

Cargo Reconfiguration

Ballast Planning

Safety Compliance

Mass Auditing

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

Center of Gravity Shift Calculator Connector

Claude Desktop

Loadmasters

Flight Dispatchers

Aviation Engineers

What can this MCP calculate?

Which AI clients can use this MCP?

How does it handle safety checks?

Can I use it for lateral CG shifts?

Do I need to host this myself?

How do I check if my current aircraft loading is safe?

Can I calculate how much ballast I need to reach a specific CG?

What happens if I move cargo from one station to another?

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