How to Use the K-Means Cluster Engine MCP in VS Code Copilot
Standardize your team's clustering with VS Code Copilot. Deploy K-Means Cluster Engine across your entire engineering organization.
Works with every AI agent you already use
…and any MCP-compatible client
Connect K-Means Cluster Engine MCP to VS Code Copilot
Create your Vinkius account to connect K-Means Cluster Engine to VS Code Copilot and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.
Deploy K-Means Cluster Engine via VS Code
Share the same MCP Server configuration across your whole team. Everyone uses the same `calculate_kmeans` logic for consistent results. VS Code handles the server lifecycle, ensuring your team stays in sync. It's the standard way to enforce clustering rules across a codebase.
Team-wide agent tools
Commit your .vscode/mcp.json to your repo to enable the tool for every contributor. The `calculate_kmeans` command becomes a standard part of your team's workflow. It reduces setup time and ensures everyone is working with the same mathematical foundation. No more environment drift.
Enterprise-ready clustering
This server fits into your secure development lifecycle. It provides deterministic outputs from the `calculate_kmeans` tool that you can test and verify. VS Code manages the connection, keeping your infrastructure clean. It's the right choice for professional teams building production pipelines.
Set up K-Means Cluster Engine MCP in VS Code Copilot
Prerequisites
- VS Code 1.99 or later with GitHub Copilot extension
- Active Vinkius subscription with a valid endpoint token
- 1
Open MCP configuration
Open the Command Palette (
Cmd+Shift+P/Ctrl+Shift+P) and run "MCP: Add Server". Select HTTP (Streamable) as the server type. VS Code will create.vscode/mcp.jsonin your workspace. - 2
Add the K-Means Cluster Engine MCP
Paste the JSON snippet shown on the right into your
.vscode/mcp.json. Replace[YOUR_TOKEN_HERE]with your endpoint token from cloud.vinkius.com. - 3
Switch to Agent mode
Open Copilot Chat (
Cmd+Shift+I/Ctrl+Shift+I) and switch to Agent mode using the dropdown. MCP tools are only available in Agent mode — they do not appear in Edit or Ask modes. - 4
Verify the connection
In the Copilot Chat input, type
#to list available tools. You should see the K-Means Cluster Engine tools listed. Try asking: "List my recent K-Means Cluster Engine transactions" and Copilot will invoke them automatically.
{
"mcpServers": {
"k-means-cluster-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 ml-kmeans. 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 K-Means Cluster Engine MCP in VS Code Copilot
Use it with your favorite AI tools
Connect this server to Cursor, Claude, VS Code, and more.
Start using the K-Means Cluster Engine MCP today
We host it, we monitor it, we maintain it. You just paste one token.
