Ext Ops Panel
Open dashboard
Comparison

Keboola vs Claude Data Wrangler

Keboola is an MCP server published by keboola. Marketplaces we read that list it: 1 (Docker MCP Catalog). Claude Data Wrangler is a plugin bundle for AI coding tools published by danielrosehill. Marketplaces we read that list it: 1 (Community GitHub marketplaces). As of our marketplace pass on 2026-10-20. 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
MarketplaceKeboolaClaude Data Wrangler
Docker MCP Catalog Listed
Version: sha256:1089ff9910ee
Forks (GitHub): 24
Pulls (Docker Hub): 13 811
Stars (Docker Hub): 0
Stars (GitHub): 85
Not marked · First seen
Not listed
Community marketplace danielrosehill/claude-code-plugins Not listed Listed
Version: 1.2.0
Forks (GitHub): 0
Stars (GitHub): 3
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

Keboola vs Claude Data Wrangler
FactKeboolaClaude Data Wrangler
Marketplaces that list it11
Stars (GitHub) (differs)85 (better)3 (worse)
Pulls (Docker Hub) (differs)13 811No figure on Docker Hub
Forks (GitHub) (differs)24 (better)0 (worse)
Last releaseNot publishedNot published
Where it runs (differs)On your machine (mcp/keboola-mcp)Installs as a plugin bundle
Transport (differs)stdioNot stated
Tools it declares (differs)33Not published
Environment variables it asks for (differs)2, secrets among them: 1Not published
Parts of the bundle (differs)Not a bundle32
LicenceMITMIT
Repository (differs)github.com/keboola/mcp-servergithub.com/danielrosehill/claude-data-wrangler-plugin
Changes in the last 7 days (differs)02
First seen (differs)2026-10-112026-10-15

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

In its own words, on Docker MCP Catalog:

Keboola MCP Server is an open-source bridge between your Keboola project and modern AI tools.

Claude Data Wrangler

In its own words, on Community GitHub marketplaces:

Data cleaning, enrichment, restructuring, packaging, and documentation skills for tabular and JSON datasets (no visualisation). 31 skills covering ISO standardisation, PII detection/synthesis, data dictionaries, SQL/graph/vector/HF/GeoJSON/API targets, date & Unicode hygiene, header & numeric-precision standardisation, multilingual header localisation, incremental upstream sync, and Typst-rendered PDF documents of the data.

How to run each

Keboola As a local MCP server: Docker image

Claude Code
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-mcp

Requires: KBC_STORAGE_TOKEN (secret)

Claude Data Wrangler As a Claude Code plugin

Claude Code
/plugin marketplace add danielrosehill/claude-code-plugins
/plugin install data-wrangler@danielrosehill

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

Tools each declares

The marketplaces of Claude Data Wrangler publish no list of tools, so we do not compare tools.

Settings each asks for

The marketplaces of Claude Data Wrangler publish no settings it asks for, so we do not compare settings.

What it can do: Keboola · What it can do: Claude Data Wrangler · Compare two other plugins

Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. 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.

Where the data comes from: how the catalog is built