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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use jstat with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Run exact One-Way ANOVA tests to compare means across multiple groups local. Get CPU-guaranteed F-scores and p-values, not LLM guesses.

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 jstat capability set.

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

Capability set01 / 01

01

1 capability in this set.

Part of 1 available through jstat.

  1. 01

    Calculate anova

    Perform exact deterministic One-Way ANOVA tests to compare means across multiple groups without LLM math hallucinations

Observed, not estimated

834ms average. Fast in production.

jstat is checked daily against the live service.

Daily averagePeak 1232ms
Aug 20Today
Fastest day
677ms
Slowest day
1232ms
14-day trend
Slowing+17%

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 jstat, so you can see the experience inside your AI.

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

jstat Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_Y3FRmjCc1hVIsWw13pHqQIML1p2ZdxKzjHcS70ga/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 — jstat capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "anova-calculator-engine-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_Y3FRmjCc1hVIsWw13pHqQIML1p2ZdxKzjHcS70ga/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 jstat owners ask.

  • 01

    Does it support Two-Way ANOVA?

    Currently, this engine strictly computes exact One-Way ANOVA across any number of groups. The AI can assist with interpreting interaction effects manually.

  • 02

    Do the groups need to have the same number of samples?

    No. The jstat engine handles unbalanced group sizes perfectly, computing SSB and SSW with exact degrees of freedom adjustment.

  • 03

    What format does the data need to be in?

    An array of numerical arrays, one per group. The AI automatically parses your CSV or text data into the correct structure before calling the engine.

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