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bigquery-data-analytics vs io.github.schemacrawler/schemacrawler-ai

bigquery-data-analytics is a plugin bundle for AI coding tools published by gemini-cli-extensions. Marketplaces we read that list it: 3 (Claude Code: claude-plugins-official, Claude Code: claude-plugins-community, Community GitHub marketplaces). io.github.schemacrawler/schemacrawler-ai is an MCP server published by schemacrawler. Marketplaces we read that list it: 2 (Official MCP Registry, Docker MCP Catalog). As of our marketplace pass on 2026-10-14. This pair was picked by a reader, not by our comparison rule, so search engines are asked not to index the page.

Where each is published

Where each is published
Marketplacebigquery-data-analyticsio.github.schemacrawler/schemacrawler-ai
Claude Code: claude-plugins-official Listed
Version: 0.2.5
Forks (GitHub): 4
Stars (GitHub): 50
Not marked · First seen
Not listed
Claude Code: claude-plugins-community Listed
Version: 0.2.1
Forks (GitHub): 4
Stars (GitHub): 50
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: v17.16.0-1
Forks (GitHub): 4
Stars (GitHub): 12
Not marked · First seen
Docker MCP Catalog Not listed Listed
Version: sha256:3321b42e2bb8
Forks (GitHub): 4
Pulls (Docker Hub): 13 465
Stars (Docker Hub): 2
Stars (GitHub): 12
Not marked · First seen

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

The facts side by side

bigquery-data-analytics vs io.github.schemacrawler/schemacrawler-ai
Factbigquery-data-analyticsio.github.schemacrawler/schemacrawler-ai
Marketplaces that list it (differs)3 (better)2 (worse)
Stars (GitHub) (differs)50 (better)12 (worse)
Pulls (Docker Hub) (differs)No figure on Docker Hub13 465
Forks (GitHub)44
Last release (differs)Not published2026-10-14
Where it runs (differs)On your machine (@toolbox-sdk/server)On your machine (schemacrawler/schemacrawler-ai:17.16.0-1)
Transport (differs)Not statedstdio
Tools it declares (differs)Not published8
Environment variables it asks for (differs)2, secrets among them: 013, secrets among them: 2
Parts of the bundle (differs)3Not a bundle
Licence (differs)Apache-2.0NOASSERTION
Repository (differs)github.com/gemini-cli-extensions/bigquery-data-analyticsgithub.com/schemacrawler/schemacrawler-ai
Changes in the last 7 days22
First seen2026-10-112026-10-11

Lines where the two differ have a tinted background and bold values. Where the data itself says which value is better (more marketplaces, a larger figure of the same marketplace, a fresher release, a verified mark on a marketplace that lists both), the better one is also marked green with ▲ and the worse one red with ▼. Where it runs, the transport, the tools, the settings, hooks, the bundle's parts, the licence and the week's changes are marked only as different: more or fewer is not better in itself.

What each says it does

bigquery-data-analytics

In its own words, on Claude Code: claude-plugins-official:

Connect, query, and generate data insights for BigQuery datasets and data.

io.github.schemacrawler/schemacrawler-ai

In its own words, on Official MCP Registry:

Enables natural language schema queries — explore tables, keys, procedures, and get SQL help fast

How to run each

bigquery-data-analytics As a Claude Code plugin

Claude Code
/plugin install bigquery-data-analytics@claude-plugins-official

io.github.schemacrawler/schemacrawler-ai As a local MCP server: Docker image

Claude Code
claude mcp add --env "SCHCRWLR_DATABASE_PASSWORD=<YOUR_SCHCRWLR_DATABASE_PASSWORD>" --env "SCHCRWLR_DATABASE_USER=<YOUR_SCHCRWLR_DATABASE_USER>" --transport stdio schemacrawler-ai -- docker run -i --rm -e SCHCRWLR_DATABASE_PASSWORD -e SCHCRWLR_DATABASE_USER schemacrawler/schemacrawler-ai:17.16.0-1

Requires: SCHCRWLR_DATABASE_PASSWORD (secret), SCHCRWLR_DATABASE_USER (secret)

Commands built only from what the marketplaces declare; the full set for every client is on each card.

Tools each declares

The marketplaces of bigquery-data-analytics publish no list of tools, so we do not compare tools.

Settings each asks for

Only bigquery-data-analytics asks for

  • BIGQUERY_LOCATION
  • BIGQUERY_PROJECT

Only io.github.schemacrawler/schemacrawler-ai asks for

  • SCHCRWLR_DATABASE
  • SCHCRWLR_DATABASE_ALIAS
  • SCHCRWLR_DATABASE_DESCRIPTION
  • SCHCRWLR_DATABASE_PASSWORD (secret)
  • SCHCRWLR_DATABASE_USER (secret)
  • SCHCRWLR_EXCLUDE_TOOLS
  • SCHCRWLR_HOST
  • SCHCRWLR_INFO_LEVEL
  • SCHCRWLR_JDBC_URL
  • SCHCRWLR_LOG_LEVEL
  • SCHCRWLR_MCP_SERVER_TRANSPORT
  • SCHCRWLR_PORT
Show the remaining 1
  • SCHCRWLR_SERVER

Settings as each marketplace publishes them. Asking for fewer is not better in itself.

What it can do: bigquery-data-analytics · What it can do: io.github.schemacrawler/schemacrawler-ai · Compare two other plugins

Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-official/blob/HEAD/.claude-plugin/marketplace.json. Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-community/blob/HEAD/.claude-plugin/marketplace.json. Data comes from public marketplace files in GitHub repositories of their authors. Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built