mcp-server-chart vs ingero

Side-by-side comparison to help you pick between these two MCP servers.

	mcp-server-chart by antvis	ingero by ingero-io
Stars	★ 4,068	★ 81
30d uses	10,239	—
Score	84	48
Official	—	—
Categories	AI / LLM ToolsDeveloper ToolsProductivity	MonitoringDeveloper ToolsAI / LLM Tools
Language	TypeScript	C
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.

ingero · Summary

Ingero is an eBPF-based GPU observability tool that exposes diagnostic capabilities through MCP for AI assistants.

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

ingero · Use cases

AI assistants diagnosing GPU performance bottlenecks in ML training
Correlating CPU events with GPU stalls for root cause analysis
Automated incident investigation for distributed GPU workloads

mcp-server-chart · Install

Installation

Install globally:

npm install -g @antv/mcp-server-chart

For 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"]
    }
  }
}

ingero · Install

Binary Install (recommended)

VERSION=0.16.0
curl -fsSL "https://github.com/ingero-io/ingero/releases/download/v${VERSION}/ingero_${VERSION}_linux_amd64.tar.gz" | tar xz
sudo mv ingero /usr/local/bin/

Start MCP server

ingero mcp

Claude Desktop Integration

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "ingero": {
      "command": "ingero",
      "args": ["mcp"]
    }
  }
}

Comparison generated from public README + GitHub signals. Last updated automatically.