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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use jp-train-transfer-minimizer with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Calculate precise Japanese train route metrics including transfer penalties.

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 · 3 capabilities

The complete jp-train-transfer-minimizer capability set.

These are the exact actions your AI can choose when you ask it to work with jp-train-transfer-minimizer.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through jp-train-transfer-minimizer.

  1. 01

    Calculate route metrics

  2. 02

    Compare route efficiency

  3. 03

    Validate segment integrity

Observed, not estimated

764ms average. Fast in production.

jp-train-transfer-minimizer is checked daily against the live service.

Daily averagePeak 927ms
Aug 21Today
Fastest day
635ms
Slowest day
927ms
14-day trend
Improving-23%

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 jp-train-transfer-minimizer, so you can see the experience inside your AI.

It does not authenticate your account with jp-train-transfer-minimizer. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

jp-train-transfer-minimizer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_lHcL509wZHy0YK9Y4QbfUtrhlfnYJj7oEWkVFWHI/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 — jp-train-transfer-minimizer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "jp-train-transfer-minimizer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_lHcL509wZHy0YK9Y4QbfUtrhlfnYJj7oEWkVFWHI/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 jp-train-transfer-minimizer owners ask.

  • 01

    How is the transfer penalty calculated?

    The transfer penalty is calculated by multiplying the total number of transfers by 5 minutes, representing the average time spent walking and waiting.

  • 02

    Can I compare two different routes?

    Yes, you can use the compare_route_efficiency capability to determine which route is better based on effective travel time.

  • 03

    What is effective travel time?

    Effective travel time is the sum of the actual time spent on trains and the calculated transfer penalty.

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