Optuna MCP Server

Official

MIT License

Overview InspectNew Schema Related Servers Reviews Score

plot_slice

Visualize parameter impact on optimization targets with slice plots. Specify parameters, target index, and axis label to analyze hyperparameter performance in Optuna MCP Server.

Instructions

Return the slice 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.
    

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_sliceArguments",
  "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