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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Infrastructure Scalability Analyzer with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Analyzes infrastructure scalability metrics including coefficients, economies of scale, and capacity elasticity.

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 Infrastructure Scalability Analyzer capability set.

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

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Infrastructure Scalability Analyzer.

  1. 01

    Analyze efficiency thresholds

    Determines if the current scalability is healthy or if the system is approaching diminishing returns

  2. 02

    Calculate scalability metrics

    Provides a complete scalability profile including the coefficient, economies indicator, and elasticity

  3. 03

    Get cost leverage impact

    Isolates the impact of fixed cost leverage on the overall scalability

  4. 04

    Project future scalability

    Predicts how the scalability coefficient will change if capacity is increased further

One connector, every AI

Infrastructure Scalability 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 Infrastructure Scalability 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

1067ms average. Fast in production.

Infrastructure Scalability Analyzer is checked daily against the live service.

Daily averagePeak 1067ms
Sep 6Today
Fastest day
1067ms
Slowest day
1067ms
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 Infrastructure Scalability Analyzer, so you can see the experience inside your AI.

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

Infrastructure Scalability Analyzer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_6Fo2K3P1DWtjHU9XfRO03Z3UWezsHFRYrxg34MjF/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 — Infrastructure Scalability Analyzer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "infrastructure-scalability-analyzer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_6Fo2K3P1DWtjHU9XfRO03Z3UWezsHFRYrxg34MjF/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 ↑

FAQ

Questions Infrastructure Scalability Analyzer owners ask.

  • 01

    What is the scalability coefficient?

    The scalability coefficient is a core metric that represents the efficiency of scale, measuring revenue generated per unit of capacity added, adjusted for costs.

  • 02

    How can I predict future scaling efficiency?

    You can use the project_future_scalability capability to forecast how the scalability coefficient will change based on planned capacity increases and expected marginal cost trends.

  • 03

    Does this capability account for diminishing returns?

    Yes, the analysis accounts for diminishing returns by adjusting coefficients based on the marginal cost trend and capacity levels.

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