An astronaut overseeing a futuristic data hub
Download PDFMarkdown Version

Connect Gross Margin Analyzer 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. Get instant financial diagnostics for your product lineup.

Ask AI about this Connector

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.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

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.

A futuristic MCP client docking bay
V8 Isolate01

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.

Kill Switch02

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.

FinOps per User03

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.

Curated set · 3 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Gross Margin Analyzer.

  1. 01

    Detect underperforming products

    This capability flags products that fail to meet minimum profitability thresholds for SaaS, Marketplace, or Hardware industries.

  2. 02

    Simulate cogs savings impact

    Use this to forecast how much your gross margin will improve if you successfully reduce your cost of goods sold.

  3. 03

    Calculate product margins

    This capability computes the current profitability margin for any list of products you provide.

Real work

What teams actually run

01

SaaS Margin Audits

Check if your software subscriptions are meeting standard SaaS profitability levels.

02

Supply Chain Planning

Simulate how a cheaper supplier will affect your final gross margin.

03

Inventory Health Checks

Identify hardware products that are currently underperforming against benchmarks.

04

Pricing Strategy Testing

Model how margin changes when you adjust your cost of goods sold.

Automate a task

Put Gross Margin Analyzer to work on one thing.

Step-by-step automations your AI runs through this Connector: the workflow, the prompts to start with, and the exact capabilities behind each move.

One connector, every AI

Gross Margin Analyzer 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.

ClaudeClaudeChatGPTChatGPTGeminiGeminiPerplexityPerplexityGrokGrokMicrosoft CopilotMicrosoft CopilotCursorCursorVS CodeVS CodeWindsurfWindsurfJetBrainsJetBrainsClineClineLangChainLangChainVercel AI SDKVercel AI SDKLovableLovableZ.aiZ.aiRaycastRaycastQwen CodeQwen CodeKimi CodeKimi CodeLe ChatLe Chat

Building your own app? The connector is yours to use.

You don't need a client to put Gross Margin Analyzer 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

718ms average. Fast in production.

Gross Margin Analyzer is checked daily against the live service.

Daily averagePeak 924ms
Oct 3Today
Fastest day
536ms
Slowest day
924ms
14-day trend
Slowing+13%

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.

Connector linkhttps://edge.vinkius.com/vk_preview_OqZvHfnOUFuhu5HpYpgVHOw6rBpQLKXof2pXoF7F/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Gross Margin Analyzer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "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

Guided setup for Claude? Set up Gross Margin Analyzer in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Gross Margin Analyzer owners hand off.

This MCP is built for finance professionals and product owners who need to audit profitability without manual spreadsheet work.

  • 01

    Financial Analyst

    Hands off raw revenue and COGS data to the AI to generate margin reports.

  • 02

    Product Manager

    Uses the capability to check if new product lines meet industry margin standards.

  • 03

    Operations Manager

    Runs COGS simulations to justify supply chain improvements.

FAQ

Questions Gross Margin Analyzer owners ask.

  • 01

    What industries does this MCP support for benchmarking?

    The capability supports industry-specific thresholds for SaaS, Marketplace, and Hardware.

  • 02

    Can I use this with Claude or Cursor?

    Yes, you can use this MCP with any MCP-compatible client including Claude, Cursor, and Windsurf.

  • 03

    How do I simulate cost savings?

    You use the simulate_cogs_savings_impact capability to forecast how much your margin will improve based on a COGS reduction.

  • 04

    Does this MCP require me to host anything?

    No, Vinkius hosts and manages the MCP so it is ready to use once you connect your client.

  • 05

    What can the capability do with my product list?

    It can calculate current margins and identify which specific products are underperforming.

  • 06

    What industry benchmarks are used?

    The capability uses hardcoded thresholds: SaaS (70%+), Marketplace (20-40%), and Hardware (40-60%).

  • 07

    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.

  • 08

    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.

Explore

More in Finance

Suggestions

Connect Gross Margin Analyzer to Claude, Cursor, ChatGPT & more