# MI25-tuning-MCP

> Use this tool when you need to optimize and manage multi-LLM client operations on MI25/gfx900 GPUs, solving problems related to configuration, inference, and performance analysis. It provides an interface for configuration updates, inference execution, benchmarking, and log analysis, generating outputs such as performance logs and benchmarking results. Ideal for use cases requiring efficient GPU resource utilization and performance optimization in AI and machine learning applications.

Canonical page: https://skillsregistry.net/skills/aets-magi-mi25-tuning-mcp  
JSON: https://api.skillsregistry.net/v1/skills/aets-magi-mi25-tuning-mcp

## Description

Manages multi_llm-client operations for MI25/gfx900 GPUs, enabling configuration updates, inference execution, benchmarking, and performance log analysis via MCP tools.

## Trust

- **Trust score (0–1):** 0.68
- **Verification tier:** scanned
- **Last scanned:** 2026-08-31

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-08-31

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/hqlxok90tg)
- **Repository:** <https://github.com/AETS-MAGI/MI25-tuning-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": "aets-magi-mi25-tuning-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/aets-magi-mi25-tuning-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/aets-magi-mi25-tuning-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