How to Use the Normality Test Engine MCP in Cline
Cline builds better models by using the Normality Test Engine to verify your data before writing a single line of code.
Works with every AI agent you already use
…and any MCP-compatible client
Connect Normality Test Engine MCP to Cline
Create your Vinkius account to connect Normality Test Engine to Cline and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.
End-to-end testing with Cline
Tell Cline to build a statistical dashboard, and it will use `test_normality` as the first step. It verifies the distribution shape before finalizing your data pipeline. Cline doesn't stop at the test. It writes the code, imports your data, and builds the tests based on the actual distribution results.
Deterministic data verification
Stop relying on intuition for your data cleaning. Cline invokes `test_normality` to check for skewness and kurtosis, ensuring your downstream models aren't built on bad assumptions. It treats the output as a strict gatekeeper. If the data fails the check, Cline reports the issue and stops the execution.
Streamlined MCP integration
Cline manages the server connection through its internal settings. You add the endpoint, and the agent gains the ability to run `test_normality` whenever a task requires statistical rigor. It is built for developers who want to avoid manual data audits. You define the requirement, and Cline handles the verification.
Set up Normality Test Engine MCP in Cline
Prerequisites
- VS Code with Cline extension installed
- Active Vinkius subscription with a valid endpoint token
- 1
Open Cline MCP settings
Click the Cline icon in the VS Code sidebar to open the Cline panel. Then click the MCP Servers icon (server stack) at the top-right corner of the panel.
- 2
Add a remote server
Click "Remote Servers" at the top, then click "Add Remote MCP". In the Name field, type
normality-test-engine-mcp. In the URL field, paste your Vinkius endpoint:https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp. Get your token from cloud.vinkius.com. - 3
Enable the server
After saving, the server appears in the Cline MCP panel. Toggle the switch to enable it. The status indicator turns green when the connection is live.
- 4
Start using tools
Return to the Cline chat and ask: "Check my latest Normality Test Engine refund status." Cline will discover the available tools and request your approval before invoking each one — giving you full control over every action.
{
"mcpServers": {
"normality-test-engine-mcp": {
"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
}
}
}Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by simple-statistics. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.
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Common questions about Normality Test Engine MCP in Cline
Use it with your favorite AI tools
Connect this server to Cursor, Claude, VS Code, and more.
Start using the Normality Test Engine MCP today
We host it, we monitor it, we maintain it. You just paste one token.
