MCP Bigquery Server vs GCP Billing

In-depth architectural comparison of the MCP Bigquery Server and GCP Billing MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.

Which MCP Server Should You Choose?

Choose MCP Bigquery Server when:

• You need dedicated capabilities in the Databases domain.
• You prefer local stdio subprocess transport architecture.
• Your security boundary fits: API Key required (BYOK (Pay Provider Direct)).
• You have access to required keys: GOOGLE_APPLICATION_CREDENTIALS.
• Primary tools included: Read-only access with SQL query validation, Supports tables and materialized views, Field-level data access restrictions configurable.

Explore MCP Bigquery Server Details

Choose GCP Billing when:

• You need dedicated capabilities in the Databases domain.
• You prefer local stdio subprocess transport architecture.
• Your security boundary fits: No auth required (Free / Open Source).

Explore GCP Billing Details

Feature & Specification Comparison

Specification	MCP Bigquery Server ergut Databases	GCP Billing Databases
Summary	Server implementation for Google BigQuery integration that enables direct BigQuery database access and querying capabilities	Google Cloud Billing BigQuery export reporting through a user-connected service account.
Category & Scope	Databases	Databases

Tools & Capabilities Breakdown

Ready-to-Paste Client Configurations

Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).

{
  "mcpServers": {
    "ergut-mcp-bigquery-server": {
      "command": "npx",
      "args": [
        "-y",
        "@ergut/mcp-bigquery-server"
      ],
      "env": {
        "GOOGLE_APPLICATION_CREDENTIALS": "YOUR_GOOGLE_APPLICATION_CREDENTIALS_HERE"
      }
    }
  }
}

{
  "mcpServers": {
    "gcp-billing": {
      "command": "npx",
      "args": [
        "-y",
        "gcp-billing"
      ]
    }
  }
}

Related MCP Server Comparisons