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Connect Aircraft Hours and Cycles Counter 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. Track flight metrics and component usage through your AI agent.

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 Aircraft Hours and Cycles Counter.

  1. 01

    Get aircraft history log

    This capability pulls the raw source records for an aircraft. It provides the underlying data needed for full transparency and audits.

  2. 02

    Get aircraft usage summary

    This capability generates a high-level overview of aircraft usage. It summarizes activity within a specific timeframe you define.

  3. 03

    Get component cycles detail

    This capability retrieves specific cycle counts for individual aircraft components. Use it to track the wear on specific parts.

  4. 04

    Validate record consistency

    This capability checks the logical soundness of supplied records. It verifies that data for a specific date makes sense.

Real work

What teams actually run

01

Maintenance Forecasting

Your agent uses component cycles to predict when specific parts will reach their limit.

02

Fleet Utilization Analysis

You ask your agent for usage summaries to see how often specific aircraft are flying.

03

Compliance Auditing

An auditor uses the agent to pull raw history logs to verify maintenance intervals.

04

Data Integrity Checks

You use the agent to run consistency checks on daily flight records to catch errors.

One connector, every AI

Aircraft Hours and Cycles Counter 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 Aircraft Hours and Cycles Counter 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

1007ms average. Fast in production.

Aircraft Hours and Cycles Counter is checked daily against the live service.

Daily averagePeak 1070ms
Oct 15Today
Fastest day
871ms
Slowest day
1070ms
14-day trend
Slowing+23%

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 Aircraft Hours and Cycles Counter, so you can see the experience inside your AI.

It does not authenticate your account with Aircraft Hours and Cycles Counter. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Aircraft Hours and Cycles Counter Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_KG51XAEfNaQQOYg4eNSl81beoTF0IlWmSdwjBsYk/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 — Aircraft Hours and Cycles Counter capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "aircraft-hours-and-cycles-counter-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_KG51XAEfNaQQOYg4eNSl81beoTF0IlWmSdwjBsYk/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 Aircraft Hours and Cycles Counter in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Aircraft Hours and Cycles Counter owners hand off.

This MCP is built for aviation professionals who need to manage aircraft airworthiness and maintenance schedules through AI-driven workflows.

  • 01

    Maintenance Managers

    They hand off component cycle tracking and usage summaries to their agent.

  • 02

    Fleet Operators

    They use the agent to monitor total fleet hours and engine run times.

  • 03

    Aviation Auditors

    They use the agent to pull raw history logs and validate record consistency.

FAQ

Questions Aircraft Hours and Cycles Counter owners ask.

  • 01

    What kind of aviation data can this MCP provide?

    It provides flight hours, engine run time, APU hours, and specific component cycles like landing gear usage.

  • 02

    Can I use this with my existing AI agent?

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

  • 03

    How does the capability ensure data is accurate?

    The validate_record_consistency capability checks if supplied records for a specific date are logically sound.

  • 04

    Can I see the original source of the data?

    Yes, the get_aircraft_history_log capability allows your agent to retrieve raw source records for auditing.

  • 05

    Does this MCP require me to host it?

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

  • 06

    How can I check if the usage data for a specific day is correct?

    You can use the validate_record_consistency capability to check if the usage records for a specific date are mathematically sound and consistent.

  • 07

    Can I see the raw data used for these calculations?

    Yes, the get_aircraft_history_log capability allows you to retrieve the raw, unaggregated source records for full transparency and auditing.

  • 08

    How do I get a summary of all metrics for an aircraft?

    Use the get_aircraft_usage_summary capability. It provides period totals, cumulative counters, and reconciliation status for flight hours, engine hours, and more.

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