Use Seasonality Index Calculator with your AI.
Connect your account once and let the AI you already use work with it, without building another integration. Calculate seasonal indices and optimize inventory planning using historical sales data.
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.
Complete set · 3 capabilities
The complete Seasonality Index Calculator capability set.
These are the exact actions your AI can choose when you ask it to work with Seasonality Index Calculator.
01-03
3 capabilities in this set.
Part of 3 available through Seasonality Index Calculator.
- 01
Analyze extremes
Identifies peak and trough months in the seasonal cycle
- 02
Calculate seasonal indices
Calculates monthly seasonal indices and deseasonalized demand
- 03
Generate recommendations
Generates inventory stocking recommendations
Observed, not estimated
650ms average. Fast in production.
Seasonality Index Calculator is checked daily against the live service.
- Fastest day
- 547ms
- Slowest day
- 902ms
- 14-day trend
- Improving-11%
Connect your client
One URL. Every client.
Activate the Connector, copy your link, and paste it into the client you already use. 3 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 Seasonality Index Calculator, so you can see the experience inside your AI.
It does not authenticate your account with Seasonality Index Calculator. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Seasonality Index Calculator Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_CThfHs6aFZAReVvUxfuM36sTwdRBa41fcxLrvt89/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 — Seasonality Index Calculator capabilities are ready to use.
{
"mcpServers": {
"seasonality-index-calculator-mcp": {
"url": "https://edge.vinkius.com/vk_preview_CThfHs6aFZAReVvUxfuM36sTwdRBa41fcxLrvt89/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
FAQ
Questions Seasonality Index Calculator owners ask.
- 01
What is a seasonal index?
A seasonal index quantifies how much a specific period deviates from the long-term average. A value of 1.0 is neutral, above 1.0 indicates a peak, and below 1.0 indicates a trough.
- 02
How much historical data is required?
To establish a reliable pattern, the capability requires at least two full years of monthly sales records.
- 03
Can I get inventory recommendations?
Yes, using the generate_recommendations capability, you can receive actionable stocking postures like 'Aggressive' or 'Lean' based on your seasonal indices.
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