mcp-server-chart vs loki-mcp

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

	mcp-server-chart by antvis	loki-mcp by grafana
Stars	★ 4,068	★ 141
30d uses	10,239	—
Score	84	51
Official	—	—
Categories	AI / LLM ToolsDeveloper ToolsProductivity	MonitoringDeveloper ToolsOps & Infra
Language	TypeScript	Go
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.

loki-mcp · Summary

A production-ready MCP server for querying Grafana Loki logs with comprehensive documentation and multiple deployment options.

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

loki-mcp · Use cases

Enable AI assistants to query logs across systems during debugging sessions
Integrate log querying capabilities into AI-powered monitoring workflows
Provide natural language access to Loki logs for non-technical team members

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"]
    }
  }
}

loki-mcp · Install

Installation

Building from Source

go build -o loki-mcp-server ./cmd/server
./loki-mcp-server

Using Docker

docker build -t loki-mcp-server .
docker run --rm -i loki-mcp-server

Claude Desktop Configuration

{
  "mcpServers": {
    "lokiserver": {
      "command": "/path/to/loki-mcp-server",
      "env": {
        "LOKI_URL": "http://localhost:3100",
        "LOKI_ORG_ID": "your-org-id"
      },
      "autoApprove": ["loki_query"]
    }
  }
}

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