Connect Hotel Room Night Calculator 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. Handle hotel occupancy and stay metrics through your AI client.
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 Hotel Room Nights capability set.
These are the exact actions your AI can choose when you ask it to work with Hotel Room Nights.
01-04
4 capabilities in this set.
Part of 4 available through Hotel Room Nights.
- 01
Aggregate group room nights
This capability sums up the total room nights for a collection of multiple bookings.
- 02
Calculate stay room nights
Use this to find the total number of room nights for a single reservation based on occupancy.
- 03
Compare room usage
This capability evaluates the difference in room consumption between two different stays.
- 04
Validate stay bounds
This capability checks if a set of stay dates falls within a specific time range.
One connector, every AI
Hotel Room Nights 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 Hotel Room Nights 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.
Hotel Room Nights is checked daily against the live service.
- Fastest day
- 974ms
- Slowest day
- 1025ms
- 14-day trend
- Stable+2%
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 Hotel Room Nights, so you can see the experience inside your AI.
It does not authenticate your account with Hotel Room Nights. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Hotel Room Nights Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_4uJOn7bWn6XPVXvgKeN1SfuB2kor0NpEcmuesJPq/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 — Hotel Room Nights capabilities are ready to use.
{
"mcpServers": {
"hotel-room-night-calculator-mcp": {
"url": "https://edge.vinkius.com/vk_preview_4uJOn7bWn6XPVXvgKeN1SfuB2kor0NpEcmuesJPq/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 Hotel Room Nights
Who it's for
Built for the work Hotel Room Nights owners hand off.
This MCP is designed for hospitality professionals who need to move quickly between booking data and occupancy metrics.
- 01
Revenue Managers
They hand off occupancy math and usage comparisons to the AI.
- 02
Hotel Operations Staff
They use the capability to validate stay dates and calculate group totals.
- 03
Group Sales Coordinators
They rely on the capability to aggregate room nights for large event bookings.
FAQ
Questions Hotel Room Nights owners ask.
- 01
What can this MCP calculate?
It calculates total room nights for single stays, aggregates totals for groups, and compares usage between stays.
- 02
Can I use this with Claude?
Yes, you can connect this MCP to any compatible client like Claude, Cursor, or Windsurf.
- 03
How does it handle group bookings?
It uses the aggregate_group_room_nights capability to sum up totals for multiple bookings.
- 04
Does it check if dates are valid?
Yes, the validate_stay_bounds capability checks if stay dates fall within a specific period.
- 05
Do I need to host the MCP myself?
No, Vinkius hosts and manages the MCP for you, so it is ready to use immediately.
- 06
How do I calculate room nights for a single guest?
You can use the calculate_stay_room_nights capability by providing the number of rooms occupied and the check-in and check-out dates.
- 07
Can I sum up room nights for a whole group?
Yes, the aggregate_group_room_nights capability allows you to sum the total room nights for a collection of different stays.
- 08
How can I check if a stay is within a specific date range?
Use the validate_stay_bounds capability to verify if the arrival and departure dates fall within your specified range.
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Connect Hotel Room Nights to Claude, Cursor, ChatGPT & more
