Use Gross Margin Analyzer with your AI.
Connect your account once and let the AI you already use work with it, without building another integration. Calculate product gross margins, identify underperforming products against industry benchmarks, and simulate COGS reduction impact.
Developed, maintained, and hosted by Vinkius.
MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED
Waiting for input…
Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.
Complete set · 3 capabilities
The complete Gross Margin Analyzer capability set.
These are the exact actions your AI can choose when you ask it to work with Gross Margin Analyzer.
01-03
3 capabilities in this set.
Part of 3 available through Gross Margin Analyzer.
- 01
Detect underperforming products
Identify products failing to meet industry minimum profitability thresholds
- 02
Simulate cogs savings impact
Forecast projected gross margin improvement from COGS reduction
- 03
Calculate product margins
Compute the current profitability margin for a provided list of products
Observed, not estimated
643ms average. Fast in production.
Gross Margin Analyzer is checked daily against the live service.
- Fastest day
- 491ms
- Slowest day
- 819ms
- 14-day trend
- Slowing+30%
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 Gross Margin Analyzer, so you can see the experience inside your AI.
It does not authenticate your account with Gross Margin Analyzer. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Gross Margin Analyzer Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_OqZvHfnOUFuhu5HpYpgVHOw6rBpQLKXof2pXoF7F/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 — Gross Margin Analyzer capabilities are ready to use.
{
"mcpServers": {
"gross-margin-analyzer-mcp": {
"url": "https://edge.vinkius.com/vk_preview_OqZvHfnOUFuhu5HpYpgVHOw6rBpQLKXof2pXoF7F/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 Gross Margin Analyzer owners ask.
- 01
What industry benchmarks are used?
The capability uses hardcoded thresholds: SaaS (70%+), Marketplace (20-40%), and Hardware (40-60%).
- 02
Can I use this for multiple products at once?
Yes, the calculate_product_margins capability accepts an array of product objects to process them in a single call.
- 03
What happens if I provide an unknown industry type?
The detect_underperforming_products capability will return an error stating that no benchmark exists for the provided category.
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