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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Native V8 with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Generate rigorous, leak-proof cross-validation indices for train and test splits in machine learning pipelines.

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 · 1 capability

The complete Native V8 capability set.

These are the exact actions your AI can choose when you ask it to work with Native V8.

Capability set01 / 01

01

1 capability in this set.

Part of 1 available through Native V8.

  1. 01

    Calculate kfold

    Generates exact K-Fold cross-validation indices for train/test splits

Observed, not estimated

817ms average. Fast in production.

Native V8 is checked daily against the live service.

Daily averagePeak 963ms
Aug 20Today
Fastest day
642ms
Slowest day
963ms
14-day trend
Slowing+23%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 1 capability arrives 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 Native V8, so you can see the experience inside your AI.

It does not authenticate your account with Native V8. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Native V8 Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_s2GV5rIVsuaI8v3RQcUudqBkroj2wfBRhHbY1JIg/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 — Native V8 capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "k-fold-split-engine-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_s2GV5rIVsuaI8v3RQcUudqBkroj2wfBRhHbY1JIg/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 Native V8 owners ask.

  • 01

    Why does it return indices instead of data?

    Passing massive data payloads back and forth wastes LLM tokens. Returning lightweight index arrays is incredibly fast and resource-efficient.

  • 02

    Does it guarantee randomized fairness?

    Yes, advanced internal shuffling mechanisms guarantee that your K partitions are entirely unbiased before the split occurs.

  • 03

    Can it handle chronological time-series?

    Absolutely. Simply disable the shuffling parameter, and the engine will slice the data linearly, perfectly respecting time-based ordering.

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