How to Use the Exponential Smoothing Engine MCP in Claude Code

Claude Code runs the Exponential Smoothing Engine in your terminal to power headless forecasting pipelines.

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Connect Exponential Smoothing Engine MCP to Claude Code

Create your Vinkius account to connect Exponential Smoothing Engine to Claude Code and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Setup Exponential Smoothing Engine with Claude Code

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Claude Code uses the MCP Server for CLI tasks

Pipe your data through the terminal to get instant forecasts. `calculate_exponential_smoothing` takes your input array and returns the smoothed result without a GUI. This is for when you need results in a CI/CD pipeline or a shell script. It keeps your automation lean and fast.

Automated forecasting with Claude Code

Set up a cron job that triggers Claude Code to run the engine. It pulls the latest metrics, processes them, and logs the forecast to your server. It removes the overhead of complex data platforms. You get direct access to the math via a single command.

High-speed data smoothing for DevOps

Use the MCP Server to monitor system load trends. Claude Code analyzes the output to decide if your infrastructure needs scaling. It provides an immediate, deterministic answer based on your alpha parameters. This helps you make decisions before a spike turns into an outage.

Setup guide

Set up Exponential Smoothing Engine MCP in Claude Code

Prerequisites

Claude Code CLI installed (npm install -g @anthropic-ai/claude-code)
Active Vinkius subscription with a valid endpoint token

1

Run the add command

Open your terminal and run the command shown on the right. Replace [YOUR_TOKEN_HERE] with your endpoint token from cloud.vinkius.com. Use --scope user to make it available across all projects.
2

Verify the connection

Start a Claude Code session and type /mcp to list connected servers. You should see exponential-smoothing-engine-mcp with a green status indicator.
3

Start using tools

Ask Claude Code something like "Check my latest Exponential Smoothing Engine transactions." It will automatically discover and invoke the available Exponential Smoothing Engine tools.

Terminal

claude mcp add --transport http exponential-smoothing-engine-mcp https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp

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Prerequisites

Claude Code CLI installed
Active Vinkius subscription with a valid endpoint token

1

Open the config file

Create or edit .mcp.json in your project root for project-level scope, or ~/.claude.json for user-level scope.
2

Add the Exponential Smoothing Engine MCP

Paste the JSON snippet shown on the right into the mcpServers object. Replace [YOUR_TOKEN_HERE] with your endpoint token from cloud.vinkius.com.
3

Restart Claude Code

Start a new Claude Code session. Type /mcp to confirm the server is connected. The tools will be automatically available in your conversation.

.mcp.json

{
  "mcpServers": {
    "exponential-smoothing-engine-mcp": {
      "type": "url",
      "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    }
  }
}

Get your connection token →

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Common questions about Exponential Smoothing Engine MCP in Claude Code

Use the command 'claude mcp add' followed by the transport type and server URL. Verify the installation with 'claude mcp list'.

Yes. Since it supports headless execution, you can include the tool call in your build scripts to forecast metrics automatically.

It does. Claude Code uses the engine to smooth historical data, which helps in identifying long-term trends for your logs or system metrics.

The server treats your data as ephemeral input. It processes the numbers locally and discards the state once the calculation is complete.

The tool uses strict transport security for all requests. It only has access to the data arrays you pass through the terminal, keeping your system metrics isolated.

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