# optuna-mcp

> optuna-mcp — optuna-optuna-mcp. Use this tool when you need to interact with Optuna APIs through a Model Context Protocol (MCP) server, enabling seamless integration and optimization of machine learning models. It solves problems related to hyperparameter tuning and model optimization by providing a standardized interface for communication. The Optuna MCP Server accepts model and optimization-related inputs and outputs optimized hyperparameters, making it ideal for use cases involving automated model tuning and optimization in git-based workflows.

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

## Description

The Optuna MCP Server is a Model Context Protocol (MCP) server to interact with Optuna APIs.

## Trust

- **Trust score (0–1):** 1.00
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Category:** other
- **Updated:** 2026-09-28

## Source

- **Source listing:** [GitHub](https://github.com/optuna/optuna-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": "optuna-optuna-mcp"
    }
  }
}
```

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