Optuna MCP

Name: Optuna MCP
Author: Optuna

Optuna官方

Lets agents work with the Optuna API to create studies, run hyperparameter searches and other optimization tasks, and inspect their results.

接入配置

选择客户端，复制配置，再按项目文档补齐环境变量。

claude mcp add optuna -- uvx optuna-mcp

~/.codex/config.toml

[mcp_servers.optuna]
command = "uvx"
args = ["optuna-mcp"]

# codex mcp add optuna -- uvx optuna-mcp

~/.cursor/mcp.json

{
  "mcpServers": {
    "optuna": {
      "command": "uvx",
      "args": [
        "optuna-mcp"
      ]
    }
  }
}

.vscode/mcp.json

{
  "servers": {
    "optuna": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "optuna-mcp"
      ]
    }
  }
}

~/.gemini/settings.json

{
  "mcpServers": {
    "optuna": {
      "command": "uvx",
      "args": [
        "optuna-mcp"
      ]
    }
  }
}

claude_desktop_config.json

{
  "mcpServers": {
    "optuna": {
      "command": "uvx",
      "args": [
        "optuna-mcp"
      ]
    }
  }
}

.trae/mcp.json

{
  "mcpServers": {
    "optuna": {
      "command": "uvx",
      "args": [
        "optuna-mcp"
      ]
    }
  }
}