ref-tools-mcp
npxBasicThe ref-tools-mcp server provides AI agents with tools to integrate and manage machine learning models. It exposes functionality to load, train, and evaluate models, and connects to popular ML frameworks like TensorFlow and PyTorch. Developers use it to build AI applications that require model inference, fine-tuning, and deployment.
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Overview
The ref-tools-mcp server provides AI agents with tools to integrate and manage machine learning models. It exposes functionality to load, train, and evaluate models, and connects to popular ML frameworks like TensorFlow and PyTorch. Developers use it to build AI applications that require model inference, fine-tuning, and deployment.
Installation
1Install the package
npx
npx -y ref-tools-mcp2Add to Claude
Add this configuration to your claude_desktop_config.json:
claude_desktop_config.json
{
"mcpServers": {
"ref-tools-mcp-npm": {
"command": "npx",
"args": [
"-y",
"npx -y ref-tools-mcp"
]
}
}
}3Verify installation
Restart Claude Desktop, then ask:
"What tools do you have available from ref-tools-mcp?"
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 ref-tools-mcp?"
Claude will query available resources and return a list of what you can access.
Get Details
"Show me details about [specific item] in ref-tools-mcp"
Claude will fetch and display detailed information about the requested item.
Create New
"Create a new [item] in ref-tools-mcp with [details]"
Claude will use the appropriate tool to create the resource and confirm success.
Works with ref-tools-mcp
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