Optuna MCP Server

Official

MIT License

Overview InspectNew Endpoints Schema Related Servers Reviews Score

create_study

Create or load an Optuna study with a specified study_name and optimization directions, enabling hyperparameter tuning and analysis through automated workflows.

Instructions

Create a new Optuna study with the given study_name and directions.

    If the study already exists, it will be simply loaded.
    

Input Schema

Name	Required	Description	Default
`directions`	No
`study_name`	Yes

Input Schema (JSON Schema)

{
  "properties": {
    "directions": {
      "anyOf": [
        {
          "items": {
            "enum": [
              "minimize",
              "maximize"
            ],
            "type": "string"
          },
          "type": "array"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "title": "Directions"
    },
    "study_name": {
      "title": "Study Name",
      "type": "string"
    }
  },
  "required": [
    "study_name"
  ],
  "title": "create_studyArguments",
  "type": "object"
}

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