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Connect Travel Weight Optimizer to ChatGPT and Claude

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. Pack the most important items without exceeding weight limits.

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 · 3 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Travel Weight Optimizer.

  1. 01

    Calculate packing strategy

    This capability determines the best list of items to pack and identifies which items you should leave behind to stay under weight.

  2. 02

    Evaluate capacity utilization

    Use this to measure how effectively you used your total weight allowance.

  3. 03

    Summarize priority distribution

    This capability provides an overview of the importance levels of all items in your inventory.

Real work

What teams actually run

01

Strict Carry-on Packing

When you only have a small bag, the AI picks the most useful items that fit the weight limit.

02

Budget Airline Compliance

Avoid extra fees by checking your capacity utilization before heading to the airport.

03

Gear Management

Decide which heavy equipment to leave behind when traveling for work.

04

Inventory Review

Get a summary of your item priorities to see if your packing is balanced.

One connector, every AI

Travel Weight Optimizer 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 Travel Weight Optimizer 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

658ms average. Fast in production.

Travel Weight Optimizer is checked daily against the live service.

Daily averagePeak 905ms
Oct 3Today
Fastest day
550ms
Slowest day
905ms
14-day trend
Improving-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 Travel Weight Optimizer, so you can see the experience inside your AI.

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

Travel Weight Optimizer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_gVCE4wPeALjRwSNor3Mddt2aUYaTaDKGPzI3xmEI/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 — Travel Weight Optimizer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "travel-weight-optimizer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_gVCE4wPeALjRwSNor3Mddt2aUYaTaDKGPzI3xmEI/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 Travel Weight Optimizer in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Travel Weight Optimizer owners hand off.

This MCP is for anyone who needs to manage strict weight constraints during travel.

  • 01

    Frequent Travelers

    They hand off item lists and weight limits to the AI to avoid overweight fees.

  • 02

    Digital Nomads

    They use the capability to balance essential gear against strict carry-on limits.

  • 03

    Logistics Coordinators

    They use the optimization logic to manage equipment weight for field operations.

FAQ

Questions Travel Weight Optimizer owners ask.

  • 01

    How does this MCP decide what to pack?

    It uses a greedy algorithm to solve the knapsack problem, picking items that offer the most utility relative to their weight.

  • 02

    What AI clients can I use with this?

    You can use this MCP with any compatible client, including Claude, Cursor, and Windsurf.

  • 03

    Do I need to host this myself?

    No, Vinkius hosts and manages the MCP for you. You just connect it to your client.

  • 04

    Can I use this for weight limits other than luggage?

    While designed for travel, the underlying math works for any weight-constrained optimization task.

  • 05

    How do I define item importance?

    You assign a priority number to each item, which the AI uses to determine its value during the optimization process.

  • 06

    How does the packing algorithm work?

    It uses a greedy approach, sorting items by priority score and adding them if they fit within the weight limit.

  • 07

    Can I use this for different weight limits?

    Yes, you can specify any weight limit in kilograms to calculate your strategy.

  • 08

    What happens if an item is too heavy?

    If adding an item would exceed the specified weight limit, that item is added to the list of items left behind.

Explore

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