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Comparison

Vizro vs figura

Vizro is an MCP server published by mckinsey. Marketplaces we read that list it: 1 (Docker MCP Catalog). figura is a plugin bundle for AI coding tools published by Christopher Choy. Marketplaces we read that list it: 1 (Community GitHub marketplaces). As of our marketplace pass on 2026-10-21. 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
MarketplaceVizrofigura
Docker MCP Catalog Listed
Version: sha256:ddec90039ea1
Forks (GitHub): 304
Pulls (Docker Hub): 37 583
Stars (Docker Hub): 1
Stars (GitHub): 3 809
Not marked · First seen
Not listed
Community marketplace chrischoy/figura Not listed Listed
Version: 0.4.0
Forks (GitHub): 0
Stars (GitHub): 11
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

Vizro vs figura
FactVizrofigura
Marketplaces that list it11
Stars (GitHub) (differs)3 809 (better)11 (worse)
Pulls (Docker Hub) (differs)37 583No figure on Docker Hub
Forks (GitHub) (differs)304 (better)0 (worse)
Last releaseNot publishedNot published
Where it runs (differs)On your machine (mcp/vizro)Installs as a plugin bundle
Transport (differs)stdioNot stated
Tools it declares (differs)6Not published
Environment variables it asks forNot publishedNot published
Parts of the bundle (differs)Not a bundle8
Licence (differs)Apache-2.0Not stated
Repository (differs)github.com/mckinsey/vizrogithub.com/chrischoy/figura
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

Vizro

In its own words, on Docker MCP Catalog:

provides tools and templates to create a functioning Vizro chart or dashboard step by step.

figura

In its own words, on Community GitHub marketplaces:

Publication-quality figures, plots, and diagrams for academic papers, with a render-view-fix iteration loop.

How to run each

Vizro As a local MCP server: Docker image

Claude Code
claude mcp add --transport stdio vizro -- docker run -i --rm mcp/vizro

figura As a Claude Code plugin

Claude Code
/plugin marketplace add chrischoy/figura
/plugin install figura@figura

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

Tools each declares

The marketplaces of figura publish no list of tools, so we do not compare tools.

Settings each asks for

Neither one's marketplaces publish the settings it asks for.

What it can do: Vizro · What it can do: figura · 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