mcp-server-chart vs optuna-mcp
Side-by-side comparison to help you pick between these two MCP servers.
mcp-server-chart by antvis | optuna-mcp by optuna | |
|---|---|---|
| Stars | ★ 4,068 | ★ 76 |
| 30d uses | 10,239 | — |
| Score | 84 | 46 |
| Official | — | — |
| Categories | AI / LLM ToolsDeveloper ToolsProductivity | AI / LLM ToolsDeveloper ToolsOther |
| Language | TypeScript | Python |
| Last commit | this month | this month |
mcp-server-chart · Summary
A TypeScript MCP server for generating 26+ visualization charts using AntV, supporting multiple chart types and deployment options.
optuna-mcp · Summary
Optuna MCP server automates hyperparameter optimization and analysis via interactive tools.
mcp-server-chart · Use cases
- Data analysts creating visual reports from datasets
- AI assistants generating custom charts based on user requests
- Web applications embedding visualization capabilities via HTTP API
optuna-mcp · Use cases
- Automated hyperparameter optimization by LLMs
- Interactive analysis of optimization results via chat interface
- Optimizing input parameters for other MCP tools
mcp-server-chart · Install
Installation
Install globally:
npm install -g @antv/mcp-server-chartFor Desktop Apps (e.g., Claude Desktop, VSCode):
{
"mcpServers": {
"mcp-server-chart": {
"command": "npx",
"args": ["-y", "@antv/mcp-server-chart"]
}
}
}For Windows:
{
"mcpServers": {
"mcp-server-chart": {
"command": "cmd",
"args": ["/c", "npx", "-y", "@antv/mcp-server-chart"]
}
}
}optuna-mcp · Install
Installation
Using uv:
{
"mcpServers": {
"Optuna": {
"command": "/path/to/uvx",
"args": [
"optuna-mcp"
]
}
}
}Using Docker:
{
"mcpServers": {
"Optuna": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"--net=host",
"-v",
"/PATH/TO/LOCAL/DIRECTORY/WHICH/INCLUDES/DB/FILE:/app/workspace",
"ghcr.io/optuna/optuna-mcp:latest",
"--storage",
"sqlite:////app/workspace/optuna.db"
]
}
}
}