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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use AI API Margin Analyzer with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Pinpoint exactly where your revenue margins are strongest.

Included with plan

Ask AI about this Connector

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.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Complete set · 4 capabilities

The complete AI API Margin Analyzer capability set.

These are the exact actions your AI can choose when you ask it to work with AI API Margin Analyzer.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through AI API Margin Analyzer.

  1. 01

    Analyze tier margins

    Calculates the individual profitability percentage for each defined pricing tier

  2. 02

    Calculate discount impact

    Evaluates how much revenue and margin are sacrificed when applying commit discounts and overage pricing

  3. 03

    Get usage summary

    Provides a high-level overview of how usage volume is distributed across the tiers

  4. 04

    Recommend optimal structure

    Suggests the best pricing tier thresholds and unit prices to maximize total profit

One connector, every AI

AI API 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 AI API 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

935ms average. Fast in production.

AI API Margin Analyzer is checked daily against the live service.

Daily averagePeak 935ms
Sep 6Today
Fastest day
935ms
Slowest day
935ms
14-day trend
Stable0%

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 AI API Margin Analyzer, so you can see the experience inside your AI.

It does not authenticate your account with AI API Margin Analyzer. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

AI API Margin Analyzer Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_88KdScUXHUpSwfnr93Oc1y7yaRMzUhTnKeLxD3TT/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 — AI API Margin Analyzer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "ai-api-margin-analyzer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_88KdScUXHUpSwfnr93Oc1y7yaRMzUhTnKeLxD3TT/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? link.label

See all the AI clients this connector works with ↑

Who it's for

Built for the work AI API Margin Analyzer owners hand off.

This MCP is built for finance and product teams responsible for billing and revenue modeling. If you manage API usage and need to prove profitability across different pricing levels, this is for you. It gives you the data to justify pricing changes to stakeholders.

  • 01

    Product Manager

    Use it to test new pricing models before launching them to users.

  • 02

    Finance Analyst

    Run reports to calculate the true margin impact of discounts and variable fees.

  • 03

    Billing Specialist

    Determine the optimal tier structure that minimizes revenue leakage.

FAQ

Questions AI API Margin Analyzer owners ask.

  • 01

    Is this MCP only for API usage?

    No. While it specializes in API usage, its core function is evaluating profitability across any defined usage tiers, making it useful for subscription billing models too.

  • 02

    Does it tell me if my pricing is good?

    It doesn't give a simple 'yes' or 'no.' Instead, it provides hard metrics, like the optimal tier structure and the exact margin loss from discounts, so you can make an informed decision.

  • 03

    Can I use this with my existing billing system?

    This MCP analyzes the data you provide to it. It helps you model the financial outcomes, giving you the numbers you need to update your billing system.

  • 04

    What kind of discounts can I analyze?

    You can evaluate the impact of commit discounts and overage pricing, which are common variables in usage-based billing.

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