Unsloth MCP Server

An MCP server for Unsloth - a library that makes LLM fine-tuning 2x faster with 80% less memory.

Local serverstdioApache-2.0

What is the Unsloth MCP Server?

Unsloth MCP Server source profile. From the maintainer documentation: “An MCP server for Unsloth - a library that makes LLM fine-tuning 2x faster with 80% less memory.”

Local setup

The project provides a local client configuration using node. Follow the repository’s build and installation steps before copying it, and replace example paths with the paths on your own computer.

Configuration values

The example declares HUGGINGFACE_TOKEN. Secret-looking values have been replaced with placeholders. Required and optional labels are shown only when the documentation states them.

Source

Project documentation · Repository · Discovery listing. This profile records the public documentation checked on 2026-10-08.

Recorded tools

Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.

Tool	What it does
check_installation
list_supported_models
load_model
finetune_model
generate_text
export_model

How to install the Unsloth MCP Server

{
  "mcpServers": {
    "unsloth": {
      "command": "node",
      "args": [
        "/path/to/unsloth-mcp-server/build/index.js"
      ],
      "env": {
        "HUGGINGFACE_TOKEN": "YOUR_HUGGINGFACE_TOKEN"
      }
    }
  }
}

From the project documentation. Replace placeholders and example paths before connecting.