MCP Toolbox for Databases (BigQuery) vs Trino MCP Server

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	Trino MCP Server High-performance Go MCP server that lets AI assistants run SQL queries and explore data across a Trino cluster. Unverified stdio (local) OAuth Go
Category	Databases	Databases
Language	Go	Go
Transport	stdio (local)	stdio (local)
Auth	OAuth	OAuth
GitHub stars	16k	109
Last commit	2 months ago	2 months ago
Verified
Actively maintained
Install	`brew install mcp-toolbox && toolbox --prebuilt bigquery --stdio`	`brew install tuannvm/mcp/mcp-trino`
Repo	Open	Open

Verdict

Pick MCP Toolbox for Databases (BigQuery) if you want the official, vendor-maintained server, and you prefer the more popular, battle-tested option.

Pick Trino MCP Server if you prefer its approach (high-performance go mcp server that lets ai assistants run sql queries and explore data across a trino cluster).

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 Trino MCP Server

Install / run

brew install tuannvm/mcp/mcp-trino

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

{
  "mcpServers": {
    "trino-mcp-server": {
      "command": "mcp-trino",
      "args": [],
      "env": {
        "TRINO_HOST": "<HOST>",
        "TRINO_PORT": "<PORT>",
        "TRINO_USER": "<USERNAME>",
        "TRINO_PASSWORD": "<PASSWORD>"
      }
    }
  }
}

FAQ

MCP Toolbox for Databases (BigQuery) or Trino MCP Server — which is better?

Pick MCP Toolbox for Databases (BigQuery) if you want the official, vendor-maintained server, and you prefer the more popular, battle-tested option. Pick Trino MCP Server if you prefer its approach (high-performance go mcp server that lets ai assistants run sql queries and explore data across a trino cluster).

Can I use both MCP Toolbox for Databases (BigQuery) and Trino 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 MCP Toolbox for Databases (BigQuery) and Trino MCP Server 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 Trino MCP Server →More comparisons →