mcp-server-scikit-learn
BasicThis project is a Model Context Protocol server for Scikit-learn, providing a standardized interface for interacting with Scikit-learn models and datasets. It facilitates model training and evaluation in a consistent manner.
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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. It facilitates model training and evaluation in a consistent manner.
Installation
1Install the package
npx
Clone the repository and run the MCP inspector via npm or add it as an MCP server in your configuration.2Add to Claude
Add this configuration to your claude_desktop_config.json:
claude_desktop_config.json
{
"mcpServers": {
"mcp-server-scikit-learn": {
"command": "npx",
"args": [
"-y",
"Clone the repository and run the MCP inspector via npm or add it as an MCP server in your configuration."
]
}
}
}3Verify installation
Restart Claude Desktop, then ask:
"What tools do you have available from mcp-server-scikit-learn?"
Prerequisites
- Node.js 18 or higher
- npm or npx available
- Claude Desktop or Claude API access
Configuration
No configuration required. This server works out of the box.
Usage Examples
List Resources
"What resources are available in mcp-server-scikit-learn?"
Claude will query available resources and return a list of what you can access.
Get Details
"Show me details about [specific item] in mcp-server-scikit-learn"
Claude will fetch and display detailed information about the requested item.
Create New
"Create a new [item] in mcp-server-scikit-learn with [details]"
Claude will use the appropriate tool to create the resource and confirm success.
Works with mcp-server-scikit-learn
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