Normality Test Engine MCP Server for Mastra AIGive Mastra AI instant access to 1 tools to Test Normality
GDPR Free for SubscribersMastra AI is a TypeScript-native agent framework built for modern web stacks. Connect Normality Test Engine through Vinkius and Mastra agents discover all tools automatically. type-safe, streaming-ready, and deployable anywhere Node.js runs.
Ask AI about this MCP Server for Mastra AI
The Normality Test Engine MCP Server for Mastra AI is a standout in the Developer Tools category — giving your AI agent 1 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
Geminiimport { Agent } from "@mastra/core/agent";
import { createMCPClient } from "@mastra/mcp";
import { openai } from "@ai-sdk/openai";
async function main() {
// Your Vinkius token. get it at cloud.vinkius.com
const mcpClient = await createMCPClient({
servers: {
"normality-test-engine": {
url: "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
},
},
});
const tools = await mcpClient.getTools();
const agent = new Agent({
name: "Normality Test Engine Agent",
instructions:
"You help users interact with Normality Test Engine " +
"using 1 tools.",
model: openai("gpt-4o"),
tools,
});
const result = await agent.generate(
"What can I do with Normality Test Engine?"
);
console.log(result.text);
}
main();
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
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.
Mastra's agent abstraction provides a clean separation between LLM logic and Normality Test Engine tool infrastructure. Connect 1 tools through Vinkius and use Mastra's built-in workflow engine to chain tool calls with conditional logic, retries, and parallel execution. deployable to any Node.js host in one command.
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 Mastra AI 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 Mastra AI
When Mastra AI 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 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 Mastra AI via MCP
Follow these steps to wire Normality Test Engine into Mastra AI. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.
Install dependencies
npm install @mastra/core @mastra/mcp @ai-sdk/openaiReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenRun the agent
agent.ts and run with npx tsx agent.tsExplore tools
Why Use Mastra AI with the Normality Test Engine MCP Server
Mastra AI provides unique advantages when paired with Normality Test Engine through the Model Context Protocol.
Mastra's agent abstraction provides a clean separation between LLM logic and tool infrastructure. add Normality Test Engine without touching business code
Built-in workflow engine chains MCP tool calls with conditional logic, retries, and parallel execution for complex automation
TypeScript-native: full type inference for every Normality Test Engine tool response with IDE autocomplete and compile-time checks
One-command deployment to any Node.js host. Vercel, Railway, Fly.io, or your own infrastructure
Normality Test Engine + Mastra AI Use Cases
Practical scenarios where Mastra AI combined with the Normality Test Engine MCP Server delivers measurable value.
Automated workflows: build multi-step agents that query Normality Test Engine, process results, and trigger downstream actions in a typed pipeline
SaaS integrations: embed Normality Test Engine as a first-class tool in your product's AI features with Mastra's clean agent API
Background jobs: schedule Mastra agents to query Normality Test Engine on a cron and store results in your database automatically
Multi-agent systems: create specialist agents that collaborate using Normality Test Engine tools alongside other MCP servers
Example Prompts for Normality Test Engine in Mastra AI
Ready-to-use prompts you can give your Mastra AI 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 Mastra AI
Common issues when connecting Normality Test Engine to Mastra AI through Vinkius, and how to resolve them.
createMCPClient not exported
npm install @mastra/mcpNormality Test Engine + Mastra AI FAQ
Common questions about integrating Normality Test Engine MCP Server with Mastra AI.
How does Mastra AI connect to MCP servers?
MCPClient with the server URL and pass it to your agent. Mastra discovers all tools and makes them available with full TypeScript types.Can Mastra agents use tools from multiple servers?
Does Mastra support workflow orchestration?
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