Connect Boarding Group Counter to ChatGPT, Claude and Gemini
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. Manage aircraft boarding logistics and passenger flow instantly.
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.

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.
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.
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.
Complete set · 4 capabilities
The complete Boarding Group Counter capability set.
These are the exact actions your AI can choose when you ask it to work with Boarding Group Counter.
01-04
4 capabilities in this set.
Part of 4 available through Boarding Group Counter.
- 01
Get full groups count
This capability calculates how many boarding groups reach their maximum capacity. It's useful for seeing how many groups are completely filled.
- 02
Get group distribution
This capability provides a detailed breakdown of passenger counts for every group. Use it to see exactly how many people are in each specific group.
- 03
Get last group size
This capability identifies the number of passengers assigned to the final boarding group. It helps you plan for the tail end of the boarding process.
- 04
Get total groups
This capability determines the total number of distinct boarding groups required for a specific passenger count. It tells you how many groups you need to manage in total.
One connector, every AI
Boarding Group 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.
Claude
ChatGPT
Gemini
Perplexity
Grok
Microsoft Copilot
Cursor
VS Code
Windsurf
JetBrains
Cline
LangChain
Vercel AI SDK
Lovable
Z.ai
Raycast
Qwen Code
Kimi Code
Le ChatBuilding your own app? The connector is yours to use.
You don't need a client to put Boarding Group 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
1040ms average. Fast in production.
Boarding Group Counter is checked daily against the live service.
- Fastest day
- 984ms
- Slowest day
- 1056ms
- 14-day trend
- Improving-5%
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 Boarding Group Counter, so you can see the experience inside your AI.
It does not authenticate your account with Boarding Group Counter. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Boarding Group Counter Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_5q2T7EzeRvkCMIu23H40X3tgIWR6JNlCfFNKf2bc/mcpClaude 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 — Boarding Group Counter capabilities are ready to use.
{
"mcpServers": {
"boarding-group-counter-mcp": {
"url": "https://edge.vinkius.com/vk_preview_5q2T7EzeRvkCMIu23H40X3tgIWR6JNlCfFNKf2bc/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? How to give Claude access to Boarding Group Counter
Who it's for
Built for the work Boarding Group Counter owners hand off.
This MCP is built for aviation professionals managing passenger movement and gate operations.
- 01
Gate Agents
They use the AI to quickly calculate group sizes during active boarding.
- 02
Aviation Operations Managers
They use the capability to plan boarding sequences and passenger flow models.
- 03
Flight Coordinators
They hand off passenger count data to the AI to get instant group breakdowns.
FAQ
Questions Boarding Group Counter owners ask.
- 01
What can this MCP calculate?
It calculates total boarding groups, passenger distribution per group, the number of full groups, and the size of the last group.
- 02
Which AI clients can use this MCP?
You can use this MCP with any compatible client like Claude, Cursor, Windsurf, or VS Code.
- 03
Do I need to host this myself?
No, Vinkius hosts and manages the MCP for you. You just connect your client and it is ready to use.
- 04
Can I see how many people are in the very last group?
Yes, the get_last_group_size capability specifically identifies the number of passengers in the final boarding group.
- 05
How does it handle different group sizes?
You simply tell your agent the group size you want to use, and it will calculate the distribution accordingly.
- 06
How do I know how many groups are needed?
You can use the get_total_groups capability to determine the exact number of sequential boarding groups required for your passenger count.
- 07
Can I see the specific number of passengers in each group?
Yes, the get_group_distribution capability provides a complete list of every group and its corresponding passenger count.
- 08
How is the last group handled?
The get_last_group_size capability identifies the number of passengers in the final group, which may be less than the maximum capacity.
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Connect Boarding Group Counter to Claude, Cursor, ChatGPT & more
