Normality Test Engine MCP Server for ClineGive Cline instant access to 1 tools to Test Normality

Name: Normality Test Engine
Price: 29 USD
Availability: InStock
Rating: 5.0 (1 reviews)
Author: Vinkius

GDPR Free for Subscribers

Cline is an autonomous AI coding agent inside VS Code that plans, executes, and iterates on tasks. Wire Normality Test Engine through Vinkius and Cline gains direct access to every tool. from data retrieval to workflow automation. without leaving the terminal.

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The Normality Test Engine MCP Server for Cline is a standout in the Developer Tools category — giving your AI agent 1 tools to work with, ready to go from day one.

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Classic Setup·json

{
  "mcpServers": {
    "normality-test-engine": {
      "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    }
  }
}

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About Normality Test Engine MCP Server

Before running t-tests, ANOVA, or linear regression, you need to verify that your data is normally distributed. LLMs cannot eyeball a distribution from raw numbers — they will guess and often guess wrong.

Cline operates autonomously inside VS Code. it reads your codebase, plans a strategy, and executes multi-step tasks including Normality Test Engine tool calls without waiting for prompts between steps. Connect 1 tools through Vinkius and Cline can fetch data, generate code, and commit changes in a single autonomous run.

This MCP uses simple-statistics to compute exact Skewness and Kurtosis coefficients, then applies a Jarque-Bera test to determine normality. The AI gets a definitive pass/fail verdict with the exact test statistic and p-value.

The Superpowers

Zero Hallucination: Exact statistical coefficients computed locally.
Automated Verdict: Returns a clear 'normal' or 'not normal' interpretation.
Descriptive Statistics: Also provides exact Mean, Std Dev, Skewness, and Kurtosis.
Data Privacy: Your research data stays entirely on your local machine.

The Normality Test Engine MCP Server exposes 1 tools through the Vinkius. Connect it to Cline in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

All 1 Normality Test Engine tools available for Cline

When Cline connects to Normality Test Engine through Vinkius, your AI agent gets direct access to every tool listed below — spanning statistics, data-science, normality-test, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.

test

Test normality on Normality Test Engine

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

Connect Normality Test Engine to Cline via MCP

Follow these steps to wire Normality Test Engine into Cline. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.

Open Cline MCP Settings

Click the MCP Servers icon in the Cline sidebar panel

Add remote server

Click "Add MCP Server" and paste the configuration above

Enable the server

Toggle the server switch to ON

Start using Normality Test Engine

Ask Cline: "Using Normality Test Engine, help me...". 1 tools available

Why Use Cline with the Normality Test Engine MCP Server

Cline provides unique advantages when paired with Normality Test Engine through the Model Context Protocol.

Cline operates autonomously. it reads your codebase, plans a strategy, and executes multi-step tasks including MCP tool calls without step-by-step prompts

Runs inside VS Code, so you get MCP tool access alongside your existing extensions, terminal, and version control in a single window

Cline can create, edit, and delete files based on MCP tool responses, enabling end-to-end automation from data retrieval to code generation

Transparent execution: every tool call and file change is shown in Cline's activity log for full visibility and approval before committing

Normality Test Engine + Cline Use Cases

Practical scenarios where Cline combined with the Normality Test Engine MCP Server delivers measurable value.

Autonomous feature building: tell Cline to fetch data from Normality Test Engine and scaffold a complete module with types, handlers, and tests

Codebase refactoring: use Normality Test Engine tools to validate live data while Cline restructures your code to match updated schemas

Automated testing: Cline fetches real responses from Normality Test Engine and generates snapshot tests or mocks based on actual payloads

Incident response: query Normality Test Engine for real-time status and let Cline generate hotfix patches based on the findings

Example Prompts for Normality Test Engine in Cline

Ready-to-use prompts you can give your Cline agent to start working with Normality Test Engine immediately.

"Check if this residuals array is normally distributed before I run my regression."

"Is this sensor data normally distributed or should I use a non-parametric test?"

"Run a normality test on the 'Revenue' column before I calculate confidence intervals."

Troubleshooting Normality Test Engine MCP Server with Cline

Common issues when connecting Normality Test Engine to Cline through Vinkius, and how to resolve them.

Server shows error in sidebar

Click the server name to see logs. Verify the URL and token are correct.

Normality Test Engine + Cline FAQ

Common questions about integrating Normality Test Engine MCP Server with Cline.

How does Cline connect to MCP servers?

Cline reads MCP server configurations from its settings panel in VS Code. Add the server URL and Cline discovers all available tools on initialization.