AWS API MCP Server vs Railway MCP Server

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

	AWS API MCP Server Official AWS Labs server that lets agents call any AWS API via the AWS CLI surface. Verified stdio (local) API key Python	Railway MCP Server Community server to manage Railway.app projects, services, and deployments via your agent. Verified stdio (local) API key TypeScript
Category	DevOps & Cloud	DevOps & Cloud
Language	Python	TypeScript
Transport	stdio (local)	stdio (local)
Auth	API key	API key
GitHub stars	9.3k	500
Last commit	1 month ago	2 months ago
Verified
Actively maintained
Install	`uvx awslabs.aws-api-mcp-server@latest`	`npx -y @jasontanswe/railway-mcp`
Repo	Open	Open

Verdict

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

Pick Railway MCP Server if you need the broadest set of tools.

Add AWS API MCP Server

Install / run

uvx awslabs.aws-api-mcp-server@latest

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

{
  "mcpServers": {
    "aws-api-mcp-server": {
      "command": "uvx",
      "args": [
        "awslabs.aws-api-mcp-server@latest"
      ],
      "env": {
        "AWS_REGION": "us-east-1",
        "AWS_PROFILE": "<your-aws-profile>"
      }
    }
  }
}

Requires `uv` (the Python package runner). Install it from https://docs.astral.sh/uv/ if `uvx` is not found.

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>"
      }
    }
  }
}

FAQ

AWS API MCP Server or Railway MCP Server — which is better?

Pick AWS API MCP Server if you want the official, vendor-maintained server, and you prefer the more popular, battle-tested option. Pick Railway MCP Server if you need the broadest set of tools.

Can I use both AWS API MCP Server and Railway 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 AWS API MCP Server and Railway MCP Server work with Claude, Cursor and Windsurf?

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

View AWS API MCP Server →View Railway MCP Server →More comparisons →