Connect Seat Count Calculator 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. Plan your vehicle deployment and maximize fleet efficiency.
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 Seat Count Calculator capability set.
These are the exact actions your AI can choose when you ask it to work with Seat Count Calculator.
01-04
4 capabilities in this set.
Part of 4 available through Seat Count Calculator.
- 01
Calculate utilization rate
This capability measures how effectively your assigned fleet is being used. It calculates the percentage of occupied seats against total capacity.
- 02
Compare vehicle options
Use this to weigh two different vehicle types against each other. It shows which option is more efficient for your specific group size.
- 03
Get fleet configuration
This capability provides a full summary of your fleet needs. It details the required vehicles and the resulting empty space.
- 04
Get required vehicles
This capability determines the exact number of vehicles you must deploy to move a specific number of travelers.
One connector, every AI
Seat Count 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.
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 Seat Count 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
1015ms average. Fast in production.
Seat Count Calculator is checked daily against the live service.
- Fastest day
- 1015ms
- Slowest day
- 1125ms
- 14-day trend
- Slowing+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 Seat Count Calculator, so you can see the experience inside your AI.
It does not authenticate your account with Seat Count Calculator. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Seat Count Calculator Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_uU6C15D4KMCNw2XqdCGOap7yzDMai8NvfdF3W5Pz/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 — Seat Count Calculator capabilities are ready to use.
{
"mcpServers": {
"seat-count-calculator-mcp": {
"url": "https://edge.vinkius.com/vk_preview_uU6C15D4KMCNw2XqdCGOap7yzDMai8NvfdF3W5Pz/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 Seat Count Calculator
Who it's for
Built for the work Seat Count Calculator owners hand off.
This MCP is built for professionals managing group movement and vehicle assets.
- 01
Transport Managers
They hand off group size data to the AI to get instant vehicle deployment counts.
- 02
Logistics Coordinators
They use the AI to compare vehicle types and optimize fleet utilization.
- 03
Fleet Operators
They use the AI to get summaries of fleet configurations and empty seat counts.
FAQ
Questions Seat Count Calculator owners ask.
- 01
What can this MCP do for my logistics planning?
It allows your AI client to calculate required vehicles, compare vehicle efficiencies, and check fleet utilization rates.
- 02
Which AI clients can use this MCP?
You can use this MCP with any MCP-compatible client like Claude, Cursor, Windsurf, or VS Code.
- 03
How does it help with vehicle efficiency?
The capability compares different vehicle options to show you which one accommodates your group with the fewest empty seats.
- 04
Can I see how much empty space I'll have?
Yes, the fleet configuration capability provides a summary that includes the resulting empty space.
- 05
Do I need to host this myself?
No, Vinkius hosts and manages the MCP for you, so it is ready to use immediately after connection.
- 06
How do I know how many vehicles I need?
You can use the get_required_vehicles capability to find the exact number of vehicles needed based on your total traveler count and the capacity of each vehicle.
- 07
Can I compare different vehicle sizes?
Yes, the compare_vehicle_options capability allows you to compare two different vehicle capacities to see which one results in better efficiency for your specific group.
- 08
How is fleet efficiency measured?
Efficiency is measured using calculate_utilization_rate, which provides the utilization percentage and the number of empty seats remaining in the fleet.
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Connect Seat Count Calculator to Claude, Cursor, ChatGPT & more
