mcp-server-scikit-learn: MCP server for Scikit-learn

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Overview

This project is a Model Context Protocol server for Scikit-learn, providing a standardized interface for interacting with Scikit-learn models and datasets.

To use this project, clone the repository and run the MCP inspector via npm or add it as an MCP server in your configuration.

Train and evaluate Scikit-learn models - Handle datasets and data preprocessing - Model persistence and loading - Feature engineering and selection - Model evaluation metrics - Cross-validation and hyperparameter tuning

Standardizing interactions with Scikit-learn models.
Facilitating model training and evaluation in a consistent manner.
Supporting data preprocessing and feature engineering workflows.

Add to your AI client

Use these steps to connect mcp-server-scikit-learn: MCP server for Scikit-learn in Cursor, Claude, VS Code, and other MCP-compatible apps. The same JSON appears in the Use with menu above for one-click copy.

Cursor

Add this to your .cursor/mcp.json file in your project root, then restart Cursor.

.cursor/mcp.json

{
  "mcpServers": {
    "mcp-server-scikit-learn-shibuiwilliam": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-mcp-server-scikit-learn-shibuiwilliam"
      ]
    }
  }
}

Claude Desktop

Add this server entry to the mcpServers object in your Claude Desktop config, then restart the app.

~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows)

{
  "mcpServers": {
    "mcp-server-scikit-learn-shibuiwilliam": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-mcp-server-scikit-learn-shibuiwilliam"
      ]
    }
  }
}

Claude Code

Add this to your project's .mcp.json file. Claude Code will detect it automatically.

.mcp.json (project root)

{
  "mcpServers": {
    "mcp-server-scikit-learn-shibuiwilliam": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-mcp-server-scikit-learn-shibuiwilliam"
      ]
    }
  }
}

VS Code (Copilot)

Add this to your .vscode/mcp.json file. Requires the GitHub Copilot extension with MCP support enabled.

.vscode/mcp.json

{
  "servers": {
    "mcp-server-scikit-learn-shibuiwilliam": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-mcp-server-scikit-learn-shibuiwilliam"
      ]
    }
  }
}

Windsurf

Add this to your Windsurf MCP config file, then restart Windsurf.

~/.codeium/windsurf/mcp_config.json

{
  "mcpServers": {
    "mcp-server-scikit-learn-shibuiwilliam": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-mcp-server-scikit-learn-shibuiwilliam"
      ]
    }
  }
}

Cline

Open Cline settings, navigate to MCP Servers, and add this server configuration.

Cline MCP Settings (via UI)

{
  "mcpServers": {
    "mcp-server-scikit-learn-shibuiwilliam": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-mcp-server-scikit-learn-shibuiwilliam"
      ]
    }
  }
}

FAQ

How do I run this project locally?

Clone the repository and follow the instructions to set up a virtual environment and install dependencies.

What programming language is used?

The project is developed in Python.

Is there a license for this project?

Yes, it is licensed under the MIT license.

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