get_directions
Get the directions of the study.
How to use it
Project documentation lists get_directions for the Optuna MCP MCP server. Add the server to your MCP client (Claude Desktop, Cursor, Windsurf and others), then check which tools your installed version makes available. Tool availability can depend on configuration and credentials. A server handshake does not verify this tool’s behavior. See the full listing for setup details.
Install Optuna MCP
/path/to/uvx optuna-mcpOther tools in Optuna MCP (23)
Suggest new parameters using Optuna.
Get the best trial.
Return trials located at the Pareto front in the study.
Create a new Optuna study with the given studyname and directions.
Get all study names from the storage.
Get metricnames.
Get user attributes in a trial.
Get all trials in a CSV format.
Launch the Optuna dashboard.
Return the contour plot as an image.
Return the EDF plot as an image.
Return the hypervolume history plot as an image.
Return the optimization history plot as an image.
Return the parallel coordinate plot as an image.
Return the parameter importances plot as an image.
Return the Pareto front plot as an image for multi-objective optimization.
Return the rank plot as an image.
Return the slice plot as an image.
Return the timeline plot as an image.
Set metricnames. Metricnames are labels used to distinguish what each objective value is.
Set the sampler for the study.
Set user attributes for a trial.
Report the result of a trial.