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Connect Clothing Layer Weight Calculator to your AI

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. Track the exact mass of your gear and layers.

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

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 · 4 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Clothing Layer Weight.

  1. 01

    Calculate total outfit weight

    This capability sums the weights of all clothing items you provide in a list.

  2. 02

    Get layer composition summary

    This capability provides a breakdown of weight distribution across different clothing categories.

  3. 03

    Get single layer weight

    This capability retrieves the weight for one specific piece of clothing.

  4. 04

    Validate layer capacity

    This capability checks if your selected layers stay under a specific weight limit.

Real work

What teams actually run

01

Thermal Planning

Calculate the weight of multiple insulation layers to balance warmth and load.

02

Tactical Gear Assessment

Verify that a specific uniform setup stays under a required weight threshold.

03

Backpacking Prep

Sum the weight of all clothing items to plan your total pack weight.

04

Kit Optimization

Use the composition summary to identify which clothing categories are heaviest.

One connector, every AI

Clothing Layer Weight 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 Clothing Layer Weight 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

861ms average. Fast in production.

Clothing Layer Weight is checked daily against the live service.

Daily averagePeak 965ms
Oct 10Today
Fastest day
740ms
Slowest day
965ms
14-day trend
Stable-2%

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 Clothing Layer Weight, so you can see the experience inside your AI.

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

Clothing Layer Weight Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_QWh0W09FU5SWXceAaWNfmgeuXz2HBpJGHSZgeRpu/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 — Clothing Layer Weight capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "clothing-layer-weight-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_QWh0W09FU5SWXceAaWNfmgeuXz2HBpJGHSZgeRpu/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 Clothing Layer Weight in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Clothing Layer Weight owners hand off.

This MCP is built for people who need to manage physical loads in technical environments.

  • 01

    Outdoor Professionals

    They hand off gear lists to the AI to ensure they don't exceed pack limits.

  • 02

    Tactical Operators

    They use the capability to assess the weight impact of different uniform layers.

  • 03

    Expedition Planners

    They use it to calculate thermal layer weights for extreme weather prep.

FAQ

Questions Clothing Layer Weight owners ask.

  • 01

    How do I use this MCP with Claude?

    You connect to the MCP through the Vinkius platform, which hosts it for you. Once connected, you can use it directly within your Claude interface.

  • 02

    Can I check if my gear is too heavy?

    Yes, you can use the validate_layer_capacity capability to see if your layers stay under a specific weight threshold.

  • 03

    Does this work with Cursor or Windsurf?

    Yes, this MCP is compatible with any MCP-compatible client, including Cursor and Windsurf.

  • 04

    What kind of data does it calculate?

    It calculates the mass of clothing items, total outfit weight, and the weight distribution across different clothing categories.

  • 05

    Do I need to host the MCP myself?

    No, Vinkius hosts and manages the MCP for you, so it is ready to use immediately after you connect.

  • 06

    How do I calculate the total weight of my outfit?

    You can use the calculate_total_outfit_weight capability by providing a list of item names from the catalog.

  • 07

    Can I check if my gear exceeds a weight limit?

    Yes, use the validate_layer_capacity capability to compare your total weight against a specific threshold.

  • 08

    What information is provided in the composition summary?

    The get_layer_composition_summary capability provides a breakdown of weight contributed by different categories like Base, Mid, and Outer layers.

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