{"repo":"optuna/optuna-mcp","free":true,"listed":false,"github":"https://github.com/optuna/optuna-mcp","clone":"git clone https://github.com/optuna/optuna-mcp.git","description":"The Optuna MCP Server is a Model Context Protocol (MCP) server to interact with Optuna APIs.","language":"Python","stars":84,"topics":["hyperparameter-optimization","llm","mcp","mcp-server","optimization","python"],"license":"MIT","category":"mcp-servers","readme_excerpt":"Optuna MCP Server A Model Context Protocol (MCP) server that automates optimization and analysis using Optuna. Use Cases The Optuna MCP Server can be used in the following use cases, for example. - Automated hyperparameter optimization by LLMs - Interactive analysis of Optuna's optimization results via chat interface - Optimize input and output of other MCP tools For details, see the Examples section. Installation The Optuna MCP server can be installed using uv or Docker. This section explains how to install the Optuna MCP server, using Claude Desktop as an example MCP client. Usage with uv Before starting the installation process, install uv from Astral. Then, add the Optuna MCP server configuration to the MCP client. To include it in Claude Desktop, go to Claude Settings Developer Edit Config claude desktop config.json and add the following: Additionally, you can specify the Optuna storage with the --storage argument to persist the results. After adding this, please restart Claude Desktop application. For more information about Claude Desktop, check out the quickstart page. Usage with Docker You can also run the Optuna MCP server using Docker. Make sure you have Docker installed and running on your machine. Tools provided by Optuna MCP The Optuna MCP provides the following tools. Specifically, it offers primitive functions of Optuna such as Study, Trial, Visualization, and Dashboard. Since MCP clients know the list of tools and the details of each tool, users do not need to","default_branch":null,"files":null,"tree":[],"storefront":"/r/optuna","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/optuna/optuna-mcp/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}