optuna/optuna-mcp
The Optuna MCP Server is a Model Context Protocol (MCP) server to interact with Optuna APIs.
This project helps data scientists, machine learning engineers, and researchers automatically find the best settings (hyperparameters) for their models or algorithms. You provide the problem definition, and it outputs optimized parameters and visualizations of the optimization process. This is ideal for anyone working with AI models or complex systems needing fine-tuning.
Use this if you need to systematically optimize parameters for your machine learning models, simulations, or other algorithms, especially when guided by a language model or interactive chat interface.
Not ideal if you prefer manual parameter tuning or are not already using an MCP client (like Claude Desktop) for your workflow.
Stars
66
Forks
21
Language
Python
License
MIT
Category
Last pushed
Nov 10, 2025
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/mcp/optuna/optuna-mcp"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
ivnvxd/mcp-server-odoo
A Model Context Protocol (MCP) server that enables AI assistants to securely interact with Odoo...
StarRocks/mcp-server-starrocks
StarRocks MCP (Model Context Protocol) Server
Vortiago/mcp-outline
A Model Context Protocol (MCP) server enabling AI assistants to interact with Outline...
neo4j-contrib/mcp-neo4j
Neo4j Labs Model Context Protocol servers
cbcoutinho/nextcloud-mcp-server
Nextcloud MCP Server