optuna/optuna-mcp
If you are the rightful owner of optuna-mcp and would like to certify it and/or have it hosted online, please leave a comment on the right or send an email to henry@mcphub.com.
Optuna MCP Server is a Model Context Protocol server designed to automate optimization and analysis using Optuna.
Tools
Functions exposed to the LLM to take actions
Study
Tools for creating and managing Optuna studies, including creating studies, setting samplers, and retrieving trials.
Trial
Tools for managing trials, including suggesting parameters, reporting results, and setting user attributes.
Visualization
Tools for generating various plots to visualize optimization results, such as optimization history, Pareto front, and parameter importances.
Web Dashboard
Tool for launching the Optuna dashboard to interactively analyze optimization results.
Prompts
Interactive templates invoked by user choice
No prompts
Resources
Contextual data attached and managed by the client