MCP Toolbox for Databases (BigQuery) vs AWS Knowledge MCP

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

	MCP Toolbox for Databases (BigQuery) Google's official MCP server with prebuilt BigQuery tools, querying datasets via Application Default Credentials. Verified stdio (local) OAuth Go	AWS Knowledge MCP Fully managed remote server for AWS docs, blogs, What's-New and Well-Architected guidance — no key. Verified HTTP (remote) No auth Hosted
Category	Databases	AI, Data & Knowledge
Language	Go	Hosted
Transport	stdio (local)	HTTP (remote)
Auth	OAuth	None
GitHub stars	16k	7.0k
Last commit	13 days ago	5 months ago
Verified
Actively maintained
Install	`brew install mcp-toolbox && toolbox --prebuilt bigquery --stdio`	`Add URL https://knowledge-mcp.global.api.aws as an HTTP MCP server`
Repo	Open	Open

Verdict

Pick MCP Toolbox for Databases (BigQuery) if you prefer the more popular, battle-tested option, and you want a local (stdio) server that keeps data on your machine.

Pick AWS Knowledge MCP if you want a hosted/remote server with nothing to install, and you want zero-setup with no API key.

Add MCP Toolbox for Databases (BigQuery)

Install / run

brew install mcp-toolbox && toolbox --prebuilt bigquery --stdio

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

{
  "mcpServers": {
    "mcp-toolbox-for-databases-bigquery": {
      "command": "/absolute/path/to/toolbox",
      "args": [
        "--prebuilt",
        "bigquery",
        "--stdio"
      ],
      "env": {
        "BIGQUERY_PROJECT": "<your-gcp-project-id>"
      }
    }
  }
}

Add AWS Knowledge MCP

Install / run

Add URL https://knowledge-mcp.global.api.aws as an HTTP MCP server

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

{
  "mcpServers": {
    "aws-knowledge-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://knowledge-mcp.global.api.aws"
      ]
    }
  }
}

Claude Desktop connects to remote servers through the `mcp-remote` proxy (installed on first run via npx). Restart Claude Desktop after saving.

FAQ

MCP Toolbox for Databases (BigQuery) or AWS Knowledge MCP — which is better?

Pick MCP Toolbox for Databases (BigQuery) if you prefer the more popular, battle-tested option, and you want a local (stdio) server that keeps data on your machine. Pick AWS Knowledge MCP if you want a hosted/remote server with nothing to install, and you want zero-setup with no API key.

Can I use both MCP Toolbox for Databases (BigQuery) and AWS Knowledge MCP?

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 MCP Toolbox for Databases (BigQuery) and AWS Knowledge MCP work with Claude, Cursor and Windsurf?

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

View MCP Toolbox for Databases (BigQuery) →View AWS Knowledge MCP →More comparisons →