Railway MCP Server vs Grafana MCP Server

A side-by-side comparison of two DevOps & Cloud servers — tools, transport, auth, maintenance, and copy-paste config for each.

	Railway MCP Server Community server to manage Railway.app projects, services, and deployments via your agent. Verified stdio (local) API key TypeScript	Grafana MCP Server Grafana's official server for dashboards, Prometheus/Loki queries, alerts, and incidents. Verified stdio (local) API key Go
Category	DevOps & Cloud	DevOps & Cloud
Language	TypeScript	Go
Transport	stdio (local)	stdio (local)
Auth	API key	API key
GitHub stars	500	2.1k
Last commit	29 days ago	8 days ago
Verified
Actively maintained
Install	`npx -y @jasontanswe/railway-mcp`	`docker run --rm -i -e GRAFANA_URL -e GRAFANA_SERVICE_ACCOUNT_TOKEN grafana/mcp-grafana -t stdio`
Repo	Open	Open

Verdict

Pick Railway MCP Server if you prefer its approach (community server to manage railway.app projects, services, and deployments via your agent).

Pick Grafana MCP Server if you want the official, vendor-maintained server, and you prefer the more popular, battle-tested option.

Add Railway MCP Server

Install / run

npx -y @jasontanswe/railway-mcp

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "railway-mcp-server": {
      "command": "npx",
      "args": [
        "-y",
        "@jasontanswe/railway-mcp"
      ],
      "env": {
        "RAILWAY_API_TOKEN": "<your-railway-api-token>"
      }
    }
  }
}

Add Grafana MCP Server

Install / run

docker run --rm -i -e GRAFANA_URL -e GRAFANA_SERVICE_ACCOUNT_TOKEN grafana/mcp-grafana -t stdio

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "grafana-mcp-server": {
      "command": "docker",
      "args": [
        "run",
        "--rm",
        "-i",
        "-e",
        "GRAFANA_URL",
        "-e",
        "GRAFANA_SERVICE_ACCOUNT_TOKEN",
        "grafana/mcp-grafana",
        "-t",
        "stdio"
      ],
      "env": {
        "GRAFANA_URL": "https://your-grafana-instance.example.com",
        "GRAFANA_SERVICE_ACCOUNT_TOKEN": "<your-grafana-service-account-token>"
      }
    }
  }
}

Requires Docker to be installed and running.

FAQ

Railway MCP Server or Grafana MCP Server — which is better?

Pick Railway MCP Server if you prefer its approach (community server to manage railway.app projects, services, and deployments via your agent). Pick Grafana MCP Server if you want the official, vendor-maintained server, and you prefer the more popular, battle-tested option.

Can I use both Railway MCP Server and Grafana MCP Server?

Yes — MCP clients let you enable multiple servers at once. Add both configs to your client's mcpServers and use whichever tool fits the task.

Do Railway MCP Server and Grafana MCP Server work with Claude, Cursor and Windsurf?

Both do. Copy the per-client config below into Claude Desktop, Cursor, or Windsurf.

View Railway MCP Server →View Grafana MCP Server →More comparisons →