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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Natural Light Estimator with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Calculate minimum required window dimensions for natural light and ventilation, ensuring compliance with international building standards.

Included with plan

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

Complete set · 3 capabilities

The complete Natural Light Estimator capability set.

These are the exact actions your AI can choose when you ask it to work with Natural Light Estimator.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Natural Light Estimator.

  1. 01

    Classify lighting

    Classify a lux level into dark, dim, adequate, or bright category

  2. 02

    Estimate light level

    Estimate natural light level in a room based on window area, room area, and latitude

  3. 03

    Recommend improvements

    Recommend improvements for a given lighting category

Observed, not estimated

617ms average. Fast in production.

Natural Light Estimator is checked daily against the live service.

Daily averagePeak 809ms
Aug 20Today
Fastest day
513ms
Slowest day
809ms
14-day trend
Slowing+21%

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 Natural Light Estimator, so you can see the experience inside your AI.

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

Natural Light Estimator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_OCrUIacGgcSp1acV0GXtQmDMx9Pr8HGrtS5PLn4Z/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 — Natural Light Estimator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "natural-light-estimator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_OCrUIacGgcSp1acV0GXtQmDMx9Pr8HGrtS5PLn4Z/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 Natural Light Estimator owners ask.

  • 01

    What is the difference between minimum area and window dimensions?

    The system first calculates a 'minimum area' (e.g., 1/6 of floor space). The normalizeAreaToWindowDimensions capability then takes this abstract minimum and determines the most structurally sound width and height that achieves or exceeds that required area.

  • 02

    Can I use these capabilities for a whole building, not just one room?

    Yes. The generateRoomSpecificationReport capability accepts an array of multiple rooms and processes them sequentially. This allows you to generate a full specification report for every space in your floor plan.

  • 03

    What if the required minimum area is too large for standard windows?

    The normalizeAreaToWindowDimensions capability includes checks against physical feasibility. If a calculation results in dimensions that are structurally questionable or too large for typical openings, it will issue a warning flag within the final report.

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