SERVER

BigQuery Data Platform

Rank #19,696

io.github.deBilla/data-platform-mcp

Read-only BigQuery tools for plain-language data questions, with a cost gate on every query

7 versions

2 GitHub stars

by deBilla (2 servers)View repository ↗

First listed

Sep 2, 2026

Last publish date

Sep 22, 2026

PURPOSE

What you can do with BigQuery Data Platform

BigQuery Data Platform is a Model Context Protocol (MCP) server published by deBilla. It ranks #19,696 of 167,945 active servers on MCP Toplist, and its repository has 2 GitHub stars. BigQuery Data Platform is listed across 2 registries — Official MCP and Glama, with 7 tracked versions. It was first listed on Sep 2, 2026 and most recently updated on Sep 22, 2026.

Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.

CAPABILITIES AND LIMITATIONS

What BigQuery Data Platform can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using BigQuery Data Platform

DeclaredNo credentialsNo credentials declared

The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.

Declared by Glama, last synced Nov 3, 2026. Not independently verified by MCP Toplist.

Declared in the registry install config

BQ_MCP_ENVIRONMENTS · optional
BQ_MCP_DEFAULT_ENVIRONMENT · optional
BQ_MCP_CONFIG · optional
BQ_IMPERSONATE_SERVICE_ACCOUNT · optional
BQ_PROJECT · optional
BQ_LOCATION · optional
BQ_CODE_ASSET_LOCATION · optional
BQ_DATASET_ALLOWLIST · optional
BQ_WARN_BYTES · optional
BQ_MAX_BYTES_BILLED · optional
BQ_MCP_AUDIT_LOG · optional

INSTALLATION AND FIRST TASK

Connect BigQuery Data Platform and confirm it works

Python package (PyPI)

claude mcp add data-platform-mcp -e "BQ_MCP_ENVIRONMENTS=<your BQ_MCP_ENVIRONMENTS>" -e "BQ_MCP_DEFAULT_ENVIRONMENT=<your BQ_MCP_DEFAULT_ENVIRONMENT>" -e "BQ_MCP_CONFIG=<your BQ_MCP_CONFIG>" -e "BQ_IMPERSONATE_SERVICE_ACCOUNT=<your BQ_IMPERSONATE_SERVICE_ACCOUNT>" -e "BQ_PROJECT=<your BQ_PROJECT>" -e "BQ_LOCATION=<your BQ_LOCATION>" -e "BQ_CODE_ASSET_LOCATION=<your BQ_CODE_ASSET_LOCATION>" -e "BQ_DATASET_ALLOWLIST=<your BQ_DATASET_ALLOWLIST>" -e "BQ_WARN_BYTES=<your BQ_WARN_BYTES>" -e "BQ_MAX_BYTES_BILLED=<your BQ_MAX_BYTES_BILLED>" -e "BQ_MCP_AUDIT_LOG=<your BQ_MCP_AUDIT_LOG>" -- uvx data-platform-mcp

Replace each placeholder with your own value before saving.

Python package (PyPI)

[mcp_servers.data-platform-mcp]
command = "uvx"
args = ["data-platform-mcp"]

[mcp_servers.data-platform-mcp.env]
BQ_MCP_ENVIRONMENTS = "<your BQ_MCP_ENVIRONMENTS>"
BQ_MCP_DEFAULT_ENVIRONMENT = "<your BQ_MCP_DEFAULT_ENVIRONMENT>"
BQ_MCP_CONFIG = "<your BQ_MCP_CONFIG>"
BQ_IMPERSONATE_SERVICE_ACCOUNT = "<your BQ_IMPERSONATE_SERVICE_ACCOUNT>"
BQ_PROJECT = "<your BQ_PROJECT>"
BQ_LOCATION = "<your BQ_LOCATION>"
BQ_CODE_ASSET_LOCATION = "<your BQ_CODE_ASSET_LOCATION>"
BQ_DATASET_ALLOWLIST = "<your BQ_DATASET_ALLOWLIST>"
BQ_WARN_BYTES = "<your BQ_WARN_BYTES>"
BQ_MAX_BYTES_BILLED = "<your BQ_MAX_BYTES_BILLED>"
BQ_MCP_AUDIT_LOG = "<your BQ_MCP_AUDIT_LOG>"

Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "data-platform-mcp": {
      "command": "uvx",
      "args": [
        "data-platform-mcp"
      ],
      "env": {
        "BQ_MCP_ENVIRONMENTS": "<your BQ_MCP_ENVIRONMENTS>",
        "BQ_MCP_DEFAULT_ENVIRONMENT": "<your BQ_MCP_DEFAULT_ENVIRONMENT>",
        "BQ_MCP_CONFIG": "<your BQ_MCP_CONFIG>",
        "BQ_IMPERSONATE_SERVICE_ACCOUNT": "<your BQ_IMPERSONATE_SERVICE_ACCOUNT>",
        "BQ_PROJECT": "<your BQ_PROJECT>",
        "BQ_LOCATION": "<your BQ_LOCATION>",
        "BQ_CODE_ASSET_LOCATION": "<your BQ_CODE_ASSET_LOCATION>",
        "BQ_DATASET_ALLOWLIST": "<your BQ_DATASET_ALLOWLIST>",
        "BQ_WARN_BYTES": "<your BQ_WARN_BYTES>",
        "BQ_MAX_BYTES_BILLED": "<your BQ_MAX_BYTES_BILLED>",
        "BQ_MCP_AUDIT_LOG": "<your BQ_MCP_AUDIT_LOG>"
      }
    }
  }
}

Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "data-platform-mcp": {
      "command": "uvx",
      "args": [
        "data-platform-mcp"
      ],
      "env": {
        "BQ_MCP_ENVIRONMENTS": "<your BQ_MCP_ENVIRONMENTS>",
        "BQ_MCP_DEFAULT_ENVIRONMENT": "<your BQ_MCP_DEFAULT_ENVIRONMENT>",
        "BQ_MCP_CONFIG": "<your BQ_MCP_CONFIG>",
        "BQ_IMPERSONATE_SERVICE_ACCOUNT": "<your BQ_IMPERSONATE_SERVICE_ACCOUNT>",
        "BQ_PROJECT": "<your BQ_PROJECT>",
        "BQ_LOCATION": "<your BQ_LOCATION>",
        "BQ_CODE_ASSET_LOCATION": "<your BQ_CODE_ASSET_LOCATION>",
        "BQ_DATASET_ALLOWLIST": "<your BQ_DATASET_ALLOWLIST>",
        "BQ_WARN_BYTES": "<your BQ_WARN_BYTES>",
        "BQ_MAX_BYTES_BILLED": "<your BQ_MAX_BYTES_BILLED>",
        "BQ_MCP_AUDIT_LOG": "<your BQ_MCP_AUDIT_LOG>"
      }
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "servers": {
    "data-platform-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "data-platform-mcp"
      ],
      "env": {
        "BQ_MCP_ENVIRONMENTS": "<your BQ_MCP_ENVIRONMENTS>",
        "BQ_MCP_DEFAULT_ENVIRONMENT": "<your BQ_MCP_DEFAULT_ENVIRONMENT>",
        "BQ_MCP_CONFIG": "<your BQ_MCP_CONFIG>",
        "BQ_IMPERSONATE_SERVICE_ACCOUNT": "<your BQ_IMPERSONATE_SERVICE_ACCOUNT>",
        "BQ_PROJECT": "<your BQ_PROJECT>",
        "BQ_LOCATION": "<your BQ_LOCATION>",
        "BQ_CODE_ASSET_LOCATION": "<your BQ_CODE_ASSET_LOCATION>",
        "BQ_DATASET_ALLOWLIST": "<your BQ_DATASET_ALLOWLIST>",
        "BQ_WARN_BYTES": "<your BQ_WARN_BYTES>",
        "BQ_MAX_BYTES_BILLED": "<your BQ_MAX_BYTES_BILLED>",
        "BQ_MCP_AUDIT_LOG": "<your BQ_MCP_AUDIT_LOG>"
      }
    }
  }
}

Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "data-platform-mcp": {
      "command": "uvx",
      "args": [
        "data-platform-mcp"
      ],
      "env": {
        "BQ_MCP_ENVIRONMENTS": "<your BQ_MCP_ENVIRONMENTS>",
        "BQ_MCP_DEFAULT_ENVIRONMENT": "<your BQ_MCP_DEFAULT_ENVIRONMENT>",
        "BQ_MCP_CONFIG": "<your BQ_MCP_CONFIG>",
        "BQ_IMPERSONATE_SERVICE_ACCOUNT": "<your BQ_IMPERSONATE_SERVICE_ACCOUNT>",
        "BQ_PROJECT": "<your BQ_PROJECT>",
        "BQ_LOCATION": "<your BQ_LOCATION>",
        "BQ_CODE_ASSET_LOCATION": "<your BQ_CODE_ASSET_LOCATION>",
        "BQ_DATASET_ALLOWLIST": "<your BQ_DATASET_ALLOWLIST>",
        "BQ_WARN_BYTES": "<your BQ_WARN_BYTES>",
        "BQ_MAX_BYTES_BILLED": "<your BQ_MAX_BYTES_BILLED>",
        "BQ_MCP_AUDIT_LOG": "<your BQ_MCP_AUDIT_LOG>"
      }
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "data-platform-mcp": {
      "command": "uvx",
      "args": [
        "data-platform-mcp"
      ],
      "env": {
        "BQ_MCP_ENVIRONMENTS": "<your BQ_MCP_ENVIRONMENTS>",
        "BQ_MCP_DEFAULT_ENVIRONMENT": "<your BQ_MCP_DEFAULT_ENVIRONMENT>",
        "BQ_MCP_CONFIG": "<your BQ_MCP_CONFIG>",
        "BQ_IMPERSONATE_SERVICE_ACCOUNT": "<your BQ_IMPERSONATE_SERVICE_ACCOUNT>",
        "BQ_PROJECT": "<your BQ_PROJECT>",
        "BQ_LOCATION": "<your BQ_LOCATION>",
        "BQ_CODE_ASSET_LOCATION": "<your BQ_CODE_ASSET_LOCATION>",
        "BQ_DATASET_ALLOWLIST": "<your BQ_DATASET_ALLOWLIST>",
        "BQ_WARN_BYTES": "<your BQ_WARN_BYTES>",
        "BQ_MAX_BYTES_BILLED": "<your BQ_MAX_BYTES_BILLED>",
        "BQ_MCP_AUDIT_LOG": "<your BQ_MCP_AUDIT_LOG>"
      }
    }
  }
}

Replace each placeholder with your own value before saving.

First successful task

After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.

ALTERNATIVES

When to choose another server

Other servers by deBilla

GCP Platform Engineer#22,900

View all deBilla servers →

No task-specific alternatives are catalogued for BigQuery Data Platformyet; the list above is its publisher's other servers.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed: Sep 2, 2026
Latest version published: Sep 22, 2026
Version history: 7 versions tracked (below)
Requirements evidence: Declared by Glama, last synced Nov 3, 2026. Not independently verified by MCP Toplist.
Profile checked: Not yet — purpose, capabilities and requirements above come from registry data only
Ranking data as of: Nov 3, 2026

Registry sightings

Official MCP ↗listed since Sep 3, 2026 · still listed
Glama ↗listed since Oct 3, 2026 · still listed

Do you maintain BigQuery Data Platform? to correct or enrich this profile.

VERSIONS

Available versions (7)

Version	Published
0.4.0	Sep 22, 2026
0.3.3	Sep 8, 2026
0.3.2	Sep 8, 2026
0.3.1	Sep 8, 2026
0.3.0	Sep 8, 2026
0.2.0	Sep 3, 2026
0.1.2	Sep 2, 2026

STANDING

#19,696of 167,945 active serversTop 25%

Ranks ahead of 148,249 of 167,945 servers on MCP Toplist.

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

Markdown

[![MCP Toplist](https://mcptoplist.com/badge/io.github.deBilla%2Fdata-platform-mcp.svg)](https://mcptoplist.com/server/io.github.deBilla%2Fdata-platform-mcp)

HTML

<a href="https://mcptoplist.com/server/io.github.deBilla%2Fdata-platform-mcp"><img src="https://mcptoplist.com/badge/io.github.deBilla%2Fdata-platform-mcp.svg" alt="MCP Toplist: Top 25% of 167,945" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

FAQ

Frequently asked questions

Who maintains BigQuery Data Platform?: BigQuery Data Platform is maintained by deBilla, which publishes 2 MCP servers (9 total versions) tracked on MCP Toplist.
Is BigQuery Data Platform listed on the Official MCP Registry?: Yes — BigQuery Data Platform is listed on the Official MCP Registry, alongside Glama.
How many versions does BigQuery Data Platform have?: MCP Toplist tracks 7 versions of BigQuery Data Platform, most recently published on Sep 22, 2026.
Where can I find the source code for BigQuery Data Platform?: The source code for BigQuery Data Platform is hosted at github.com/deBilla/bigquery-mcp.

Used in projects

Do you run this server?

Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.

EXPLORE

All MCP Servers Official MCP Servers GitHub MCP Servers Best MCP Servers Most Active MCP Servers New MCP Servers Best New MCP Servers