Keboola vs bigquery-data-analytics
Keboola is an MCP server published by keboola. Marketplaces we read that list it: 1 (Docker MCP Catalog). 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). As of our marketplace pass on 2026-10-13. 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
| Marketplace |  bigquery-data-analytics | |
|---|---|---|
| Docker MCP Catalog | Listed Version: sha256:1089ff9910ee Forks (GitHub): 24 Pulls (Docker Hub): 13 681 Stars (Docker Hub): 0 Stars (GitHub): 85 Not marked · First seen |
Not listed |
| Claude Code: claude-plugins-official | Not listed | Listed Version: 0.2.5 Forks (GitHub): 4 Stars (GitHub): 50 Not marked · First seen |
| Claude Code: claude-plugins-community | Not listed | Listed Version: 0.2.1 Forks (GitHub): 4 Stars (GitHub): 50 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
| Fact | Keboola | bigquery-data-analytics |
|---|---|---|
| Marketplaces that list it (differs) | 1 (worse) | 3 (better) |
| Stars (GitHub) (differs) | 85 (better) | 50 (worse) |
| Pulls (Docker Hub) (differs) | 13 681 | No figure on Docker Hub |
| Forks (GitHub) (differs) | 24 (better) | 4 (worse) |
| Last release | Not published | Not published |
| Where it runs (differs) | On your machine (mcp/keboola-mcp) | On your machine (@toolbox-sdk/server) |
| Transport (differs) | stdio | Not stated |
| Tools it declares (differs) | 33 | Not published |
| Environment variables it asks for (differs) | 2, secrets among them: 1 | 2, secrets among them: 0 |
| Parts of the bundle (differs) | Not a bundle | 3 |
| Licence (differs) | MIT | Apache-2.0 |
| Repository (differs) | github.com/keboola/mcp-server | github.com/gemini-cli-extensions/bigquery-data-analytics |
| Changes in the last 7 days (differs) | 0 | 2 |
| First seen | 2026-10-11 | 2026-10-11 |
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
Keboola
Keboola MCP Server is an open-source bridge between your Keboola project and modern AI tools.
bigquery-data-analytics
Connect, query, and generate data insights for BigQuery datasets and data.
How to run each
Keboola As a local MCP server: Docker image
claude mcp add --env "KBC_STORAGE_TOKEN=<YOUR_KBC_STORAGE_TOKEN>" --transport stdio keboola-mcp -- docker run -i --rm -e KBC_STORAGE_TOKEN mcp/keboola-mcpRequires: KBC_STORAGE_TOKEN (secret)
bigquery-data-analytics As a Claude Code plugin
/plugin install bigquery-data-analytics@claude-plugins-officialCommands 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 Keboola asks for
KBC_STORAGE_TOKEN (secret)KBC_WORKSPACE_SCHEMA
Only bigquery-data-analytics asks for
BIGQUERY_LOCATIONBIGQUERY_PROJECT
Settings as each marketplace publishes them. Asking for fewer is not better in itself.
What it can do: Keboola · What it can do: bigquery-data-analytics · Compare two other plugins
Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. 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. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.