Optuna MCP Server

Official

MIT License

Overview InspectNew Endpoints Schema Related Servers Reviews Score

plot_parallel_coordinate

Generate parallel coordinate plots to visualize hyperparameter relationships in optimization studies, using specified parameters and target objectives for clear analysis.

Instructions

Return the parallel coordinate plot as an image.

    Args:
        params:
            Parameter list to visualize. The default is all parameters.
        target:
            An index to specify the value to display. To plot nth objective value, set this to n.
            Note that this is 0-indexed, i.e., to plot the first objective value, set this to 0.
        target_name:
            Target’s name to display on the axis label and the legend.
    

Input Schema

Name	Required	Default
`params`	No
`target`	No
`target_name`	No	Objective Value

Input Schema (JSON Schema)

{
  "properties": {
    "params": {
      "anyOf": [
        {
          "items": {
            "type": "string"
          },
          "type": "array"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "title": "Params"
    },
    "target": {
      "default": 0,
      "title": "Target",
      "type": "integer"
    },
    "target_name": {
      "default": "Objective Value",
      "title": "Target Name",
      "type": "string"
    }
  },
  "title": "plot_parallel_coordinateArguments",
  "type": "object"
}

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/optuna/optuna-mcp'

If you have feedback or need assistance with the MCP directory API, please join our Discord server