Integrate Normality Test Engine with Claude, Cursor, Chatbots & AI Agents MCP Server

Test whether your data is normally distributed using Skewness and Kurtosis analysis local. Essential pre-check before running parametric statistical tests.

GDPR Free for Subscribers

Compatible with every major AI agent and IDE

Claude

ChatGPT

Cursor

Gemini

Windsurf

VS Code

JetBrains

Vercel

+ other MCP clients

test

Test normality on Normality Test Engine

Perform an exact deterministic Jarque-Bera normality test on numeric data without LLM math hallucinations

Security & Code Integrity Audit

Every tool in the Normality Test Engine MCP Server is continuously audited by the Vinkius Security Engine. We guarantee zero-trust payload isolation, strict data boundaries, and deterministic execution for enterprise-grade AI agents.

A+Score: 100

How Vinkius protects your data

Can I set different limits for each virtual assistant on my team?

Absolutely. You have full control in our command center. You can create an AI agent that only "reads" data so the support team can answer questions, and another superpowered agent that can "edit" and "create" information exclusively for your operations team. Each AI gets exactly the level of access you allow.

Can I audit what my AI agents are doing with this integration?

Yes, Vinkius provides an immutable, HMAC-chained audit log. Every tool execution, payload, and response is tracked in real-time on your dashboard, giving you complete visibility into your agent's actions.

What happens if the underlying API rate limits my agent?

Our edge infrastructure automatically handles backoffs, queueing, and throttling. If an AI agent sends too many erratic requests, Vinkius manages the rate limits gracefully, ensuring your backend doesn't crash.

What does a 'not normal' result mean for my analysis?

If your data is not normally distributed, parametric tests like t-tests and ANOVA may be unreliable. Consider using non-parametric alternatives like Spearman correlation or Mann-Whitney U tests.

Automated Workflows using Normality Test Engine

Connect your AI agents and chatbots (Claude, ChatGPT, Cursor) with the Normality Test Engine MCP server to manage operations across the following domains.

AI Semantic Routing for statistics

The Normality Test Engine toolkit provides structured tools for statistics. It enables conversational interfaces like Claude Code to query and modify data within your developer tools infrastructure.

Next-Gen data science Operations

The Normality Test Engine toolkit translates Claude's commands into data science operations. The MCP server ensures accurate delivery within the developer tools ecosystem.