Optuna MCP

Name: Optuna MCP
Author: Optuna

OptunaOfficial

Lets agents work with the Optuna API to create studies, run hyperparameter searches and other optimization tasks, and inspect their results.

Setup

Choose your client, copy the config, then fill in any required environment variables.

claude mcp add optuna -- uvx optuna-mcp

~/.codex/config.toml

[mcp_servers.optuna]
command = "uvx"
args = ["optuna-mcp"]

# codex mcp add optuna -- uvx optuna-mcp

~/.cursor/mcp.json

{
  "mcpServers": {
    "optuna": {
      "command": "uvx",
      "args": [
        "optuna-mcp"
      ]
    }
  }
}

.vscode/mcp.json

{
  "servers": {
    "optuna": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "optuna-mcp"
      ]
    }
  }
}

~/.gemini/settings.json

{
  "mcpServers": {
    "optuna": {
      "command": "uvx",
      "args": [
        "optuna-mcp"
      ]
    }
  }
}

claude_desktop_config.json

{
  "mcpServers": {
    "optuna": {
      "command": "uvx",
      "args": [
        "optuna-mcp"
      ]
    }
  }
}

.trae/mcp.json

{
  "mcpServers": {
    "optuna": {
      "command": "uvx",
      "args": [
        "optuna-mcp"
      ]
    }
  }
}