What is the key difference between BigQuery Data Platform and MCP Hydrolix?

BigQuery Data Platform belongs to the Data Platforms category with local stdio execution, while MCP Hydrolix belongs to the Data Platforms category with local stdio execution.

How do I install BigQuery Data Platform or MCP Hydrolix in Claude Desktop or Cursor?

Copy the mcpServers JSON configuration snippet provided on this page into your claude_desktop_config.json or ~/.cursor/mcp.json file and restart your AI client.

Are BigQuery Data Platform and MCP Hydrolix free or paid?

BigQuery Data Platform operates under a Free / Open Source model (No auth required). MCP Hydrolix operates under a BYOK (Pay Provider Direct) model (API Key required).

Which MCP server has more tools and community activity?

BigQuery Data Platform lists 14 tools with 1 views and 0 GitHub stars. MCP Hydrolix lists 11 tools with 2 views and 11 GitHub stars.

Can I use both BigQuery Data Platform and MCP Hydrolix together in the same MCP host?

Yes! MCP hosts like Claude Desktop, Cursor, Windsurf, Cline, and VS Code support configuring multiple servers under the mcpServers object simultaneously.

Side-by-Side Model Context Protocol Comparison

BigQuery Data Platform vs MCP Hydrolix

In-depth architectural comparison of the BigQuery Data Platform and MCP Hydrolix 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.

At a Glance & Executive Verdict

BigQuery Data Platform

Data Platforms · Local stdio

Quality: 52/100 (Good) | Auth: No auth required

MCP Hydrolix

Data Platforms · Local stdio

Quality: 57/100 (Good) | Auth: API Key required

Verdict Summary: Choose BigQuery Data Platform if you need specialized Data Platforms tools running via a local process. Choose MCP Hydrolix if your workspace requires Data Platforms integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose BigQuery Data Platform when:

You need dedicated capabilities in the Data Platforms domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: No auth required (Free / Open Source).
You have access to required keys: BQ_CODE_ASSET_LOCATION.
Primary tools included: list_datasets, list_tables, get_table_schema.

Explore BigQuery Data Platform Details

Choose MCP Hydrolix when:

You need dedicated capabilities in the Data Platforms 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: HYDROLIX_URL, HYDROLIX_USER, HYDROLIX_PASSWORD, HYDROLIX_MCP_SERVER_TRANSPORT.

Feature & Specification Comparison

Specification	BigQuery Data Platform Data Platforms	MCP Hydrolix hydrolix Data Platforms
Summary
Category & Scope	Data Platforms	Data Platforms
Quality signal

Tools & Capabilities Breakdown

BigQuery Data Platform Tools (14)

list_datasets

List datasets in the project

list_tables

List tables/views in a dataset

get_table_schema

Columns (nested paths expanded), **partitioning**, size, row count

check_table_freshness

When each table was last written — catches stale sources

list_environments

Which BigQuery environments are configured, and the default

list_scheduled_queries

Which scheduled query writes a table, and whether it is disabled or failing

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).

BigQuery Data Platform Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "bigquery-data-platform": {
      "command": "uvx",
      "args": [
        "data-platform-mcp"
      ],
      "env": {
        "BQ_CODE_ASSET_LOCATION": "YOUR_BQ_CODE_ASSET_LOCATION_HERE"
      }
    }
  }
}

MCP Hydrolix Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "hydrolix-mcp-hydrolix": {
      "command": "uvx",
      "args": [
        "--python",
        "3.13",
        "--refresh-package",
        "mcp-hydrolix",
        "mcp-hydrolix"
      ],
      "env": {
        "HYDROLIX_URL": "YOUR_HYDROLIX_URL_HERE",
        "HYDROLIX_USER": "YOUR_HYDROLIX_USER_HERE",
        "HYDROLIX_PASSWORD": "YOUR_HYDROLIX_PASSWORD_HERE",
        "HYDROLIX_MCP_SERVER_TRANSPORT": "YOUR_HYDROLIX_MCP_SERVER_TRANSPORT_HERE"
      }
    }
  }
}

Frequently Asked Questions

BigQuery Data Platform is categorized under Data Platforms and uses a local stdio subprocess. In contrast, MCP Hydrolix belongs to Data Platforms using local stdio subprocess. Select BigQuery Data Platform when you need capabilities focused on data platforms and MCP Hydrolix when you require tools for data platforms.

More alternatives to BigQuery Data Platform More alternatives to MCP Hydrolix Data Platforms category hub