Does this MCP handle varying passenger loads?

Yes. You can use the MCP to validate proposed passenger or baggage loads. It checks if those additions cause the aircraft to exceed weight or CG limits.

What inputs are required for the calculation?

You must provide the empty weight, empty moment, fuel weight, and the location (arm) of all components. The MCP uses these inputs to calculate the total status.

Can I predict changes over time?

Absolutely. The MCP includes a capability to predict fuel burn impact, showing exactly how the center of gravity will shift after a specific amount of fuel is consumed.

Is this for commercial or private aircraft?

The calculations are based on general aviation principles, ensuring the aircraft remains within safe operating limits and below maximum takeoff weight.

What is the difference between weight and moment?

Weight is the total mass of the aircraft. The moment is a measure of force applied by that weight relative to a specific point, which is critical for determining the CG.

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

You can use the calculate_current_status capability. By providing the empty weight, moment, fuel weight, and load items, the capability will return whether the aircraft is within its safety envelope and if it is over the maximum takeoff weight.

Can I predict how much the center of gravity will move after flying?

Yes, use the predict_fuel_burn_impact capability. Provide the current status and the amount of fuel burned to see the new weight, moment, and the resulting CG shift.

How can I validate a new set of passengers before boarding?

Use the validate_load_configuration capability. It checks proposed loads against the aircraft's empty weight, fuel, and safety envelope to ensure the configuration is safe.

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Connect Aviation Weight and Balance 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. Keep your aircraft within safe operating limits.

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 · 3 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Aviation Weight and Balance.

01
Calculate current status
Calculates the immediate weight, moment, and CG position based on the current configuration of the aircraft
02
Predict fuel burn impact
Calculates how much the CG will shift after a specific amount of fuel is consumed
03
Validate load configuration
Checks if a specific set of proposed passenger or baggage loads will cause the aircraft to exceed weight or CG limits

Real work

What teams actually run

Pre-Flight Check

Before takeoff, use the MCP to calculate the current status, verifying the total weight and CG against operational limits.

Fuel Planning

When planning a long route, use the MCP to predict how fuel consumption will shift the CG over time.

Load Adjustment

If a passenger or baggage load changes, use the MCP to validate the new configuration instantly.

Compliance Audits

Generate verifiable weight and balance reports to ensure the aircraft meets regulatory standards.

One connector, every AI

Aviation Weight and Balance 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 Aviation Weight and Balance 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

859ms average. Fast in production.

Aviation Weight and Balance is checked daily against the live service.

Daily averagePeak 1117ms

Oct 3Today

Fastest day: 678ms
Slowest day: 1117ms
14-day trend: Slowing+14%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 3 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 Aviation Weight and Balance, so you can see the experience inside your AI.

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

Aviation Weight and Balance Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_MOoSqGoT3agq8tRLJD6SBN886w3YMyYTW1li6jHK/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 — Aviation Weight and Balance capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "aviation-weight-and-balance-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_MOoSqGoT3agq8tRLJD6SBN886w3YMyYTW1li6jHK/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 Aviation Weight and Balance in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Aviation Weight and Balance owners hand off.

This MCP is essential for aviation professionals who need precise, real-time weight and balance data. If your job involves pre-flight checks, flight planning, or ensuring regulatory compliance, this capability handles the complex math so you don't have to.

01
Flight Engineers
Use this to calculate and verify the aircraft's center of gravity across various operational phases.
02
Dispatchers
Rely on this to validate passenger and baggage loads against maximum takeoff weight limits.
03
Pilots
Integrate this into your workflow for quick, accurate pre-flight status checks.

FAQ

Questions Aviation Weight and Balance owners ask.

01
Does this MCP handle varying passenger loads?
Yes. You can use the MCP to validate proposed passenger or baggage loads. It checks if those additions cause the aircraft to exceed weight or CG limits.
02
What inputs are required for the calculation?
You must provide the empty weight, empty moment, fuel weight, and the location (arm) of all components. The MCP uses these inputs to calculate the total status.
03
Can I predict changes over time?
Absolutely. The MCP includes a capability to predict fuel burn impact, showing exactly how the center of gravity will shift after a specific amount of fuel is consumed.
04
Is this for commercial or private aircraft?
The calculations are based on general aviation principles, ensuring the aircraft remains within safe operating limits and below maximum takeoff weight.
05
What is the difference between weight and moment?
Weight is the total mass of the aircraft. The moment is a measure of force applied by that weight relative to a specific point, which is critical for determining the CG.
06
How do I check if my current aircraft configuration is safe?
You can use the calculate_current_status capability. By providing the empty weight, moment, fuel weight, and load items, the capability will return whether the aircraft is within its safety envelope and if it is over the maximum takeoff weight.
07
Can I predict how much the center of gravity will move after flying?
Yes, use the predict_fuel_burn_impact capability. Provide the current status and the amount of fuel burned to see the new weight, moment, and the resulting CG shift.
08
How can I validate a new set of passengers before boarding?
Use the validate_load_configuration capability. It checks proposed loads against the aircraft's empty weight, fuel, and safety envelope to ensure the configuration is safe.

Explore

More in Engineering

Connect Aviation Weight and Balance 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.

01-03

Calculate current status

Predict fuel burn impact

Validate load configuration

What teams actually run

Pre-Flight Check

Fuel Planning

Load Adjustment

Compliance Audits

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

Aviation Weight and Balance Connector

Claude Desktop

Flight Engineers

Dispatchers

Pilots

Does this MCP handle varying passenger loads?

What inputs are required for the calculation?

Can I predict changes over time?

Is this for commercial or private aircraft?

What is the difference between weight and moment?

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

Can I predict how much the center of gravity will move after flying?

How can I validate a new set of passengers before boarding?

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