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Connect Fleet Utilization and Availability Calcul 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. Get precise aircraft metrics and fleet capacity data 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.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

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.

A futuristic MCP client docking bay
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 Fleet Utilization and Availability Calculator.

  1. 01

    Compare periods

    This capability compares operational data across different timeframes. Use it to track how fleet performance or utilization changes from one month to the next.

  2. 02

    Get aircraft metrics

    This capability pulls specific performance data for a single aircraft. It provides the exact flight hours and utilization ratios you need for individual tail numbers.

  3. 03

    Get fleet summary

    This capability aggregates data to provide a high-level view of the entire fleet. It's useful for getting quick snapshots of group utilization or total flight hours.

  4. 04

    Reconcile time usage

    This capability verifies that time usage data is consistent. It checks that the sum of all flight segments matches the total duration of a given period.

Real work

What teams actually run

01

Utilization Auditing

Use the AI to verify that flight hours for a specific tail number match the reported utilization ratios.

02

Fleet Capacity Planning

Ask your agent for a summary of narrowbody or widebody utilization to plan for upcoming demand.

03

Operational Integrity Checks

Run a reconciliation check to ensure all flight segments for a period are accounted for.

04

Performance Benchmarking

Compare this month's fleet utilization against last month to spot shifts in asset usage.

One connector, every AI

Fleet Utilization and Availability 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.

ClaudeClaudeChatGPTChatGPTGeminiGeminiPerplexityPerplexityGrokGrokMicrosoft CopilotMicrosoft CopilotCursorCursorVS CodeVS CodeWindsurfWindsurfJetBrainsJetBrainsClineClineLangChainLangChainVercel AI SDKVercel AI SDKLovableLovableZ.aiZ.aiRaycastRaycastQwen CodeQwen CodeKimi CodeKimi CodeLe ChatLe Chat

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

You don't need a client to put Fleet Utilization and Availability 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

1009ms average. Fast in production.

Fleet Utilization and Availability Calculator is checked daily against the live service.

Daily averagePeak 1049ms
Oct 15Today
Fastest day
924ms
Slowest day
1049ms
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. 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 Fleet Utilization and Availability Calculator, so you can see the experience inside your AI.

It does not authenticate your account with Fleet Utilization and Availability Calculator. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Fleet Utilization and Availability Calculator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_j9lXbGDgIIZ5YXyf0pIQWMVyFu1VEKz1QNXJepnB/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Fleet Utilization and Availability Calculator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "fleet-utilization-and-availability-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_j9lXbGDgIIZ5YXyf0pIQWMVyFu1VEKz1QNXJepnB/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 Fleet Utilization and Availability Calculator in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Fleet Utilization and Availability Calculator owners hand off.

This MCP is built for aviation professionals who need to turn raw operational data into actionable fleet insights using AI.

  • 01

    Fleet Managers

    They hand off the task of monitoring flight hours and cycles to their agent.

  • 02

    Aviation Analysts

    They use the AI to compare performance periods and aggregate fleet data.

  • 03

    Asset Managers

    They rely on the AI to track reserve capacity and aircraft availability.

FAQ

Questions Fleet Utilization and Availability Calculator owners ask.

  • 01

    What kind of aviation data can this MCP provide?

    It provides aircraft-level metrics, fleet-wide summaries, utilization ratios, flight hours, and dispatch availability.

  • 02

    Can I use this with my existing AI capabilities?

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

  • 03

    How does the capability handle time usage errors?

    The reconcile_time_usage capability checks if the sum of flight segments matches the total duration of a period to ensure consistency.

  • 04

    Does this MCP work for specific aircraft groups?

    Yes, you can use the get_fleet_summary capability to get data for specific groups, such as a Narrowbody fleet.

  • 05

    Do I need to host this myself?

    No, Vinkius hosts and manages the MCP so it is ready to use as soon as you connect your client.

  • 06

    How is aircraft utilization calculated?

    Utilization is calculated as the total flight hours divided by the total elapsed hours in the specified observation period.

  • 07

    Can I compare performance between two different months?

    Yes, you can use the compare_periods capability to find the delta in utilization, availability, flight hours, and cycles between two distinct time windows.

  • 08

    What does dispatch availability represent?

    Dispatch availability is the percentage of the fleet that is technically capable of performing a flight, excluding aircraft grounded for maintenance.

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