# Unsloth AI Documentation MCP Server

> Use this tool when you need to access Unsloth AI documentation in real-time, enabling AI assistants to retrieve quickstart guides, model information, and installation instructions through an MCP-compatible interface. It solves problems related to documentation discovery and retrieval, streamlining the development and deployment of AI models. Ideal for use cases where AI agents require immediate access to accurate and up-to-date documentation.

Canonical page: https://skillsregistry.net/skills/jdanas-unsloth-mcp  
JSON: https://api.skillsregistry.net/v1/skills/jdanas-unsloth-mcp

## Description

Provides tools to search and retrieve Unsloth AI documentation, including quickstart guides, supported models, and installation instructions. It enables AI assistants to query documentation content in real-time through an MCP-compatible interface.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **Last scanned:** 2026-09-02

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** search
- **Updated:** 2026-09-02

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/frqdude2mp)
- **Repository:** <https://github.com/jdanas/unsloth-mcp>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "jdanas-unsloth-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/jdanas-unsloth-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/jdanas-unsloth-mcp/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt