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Comparison

Vizro vs pdf-playground

Vizro is an MCP server published by mckinsey. Marketplaces we read that list it: 1 (Docker MCP Catalog). pdf-playground is a plugin bundle for AI coding tools published by Joe Amditis. Marketplaces we read that list it: 1 (Community GitHub marketplaces). As of our marketplace pass on 2026-10-30. 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
MarketplaceVizropdf-playground
Docker MCP Catalog Listed
Version: sha256:ddec90039ea1
Forks (GitHub): 305
Pulls (Docker Hub): 37 826
Stars (Docker Hub): 1
Stars (GitHub): 3 816
Not marked · First seen
Not listed
Community marketplace jamditis/claude-skills-journalism Not listed Listed
Version: 1.3.7
Forks (GitHub): 69
Stars (GitHub): 438
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 pdf-playground
FactVizropdf-playground
Marketplaces that list it11
Stars (GitHub) (differs)3 816 (better)438 (worse)
Pulls (Docker Hub) (differs)37 826No figure on Docker Hub
Forks (GitHub) (differs)305 (better)69 (worse)
Last release (differs)Not published2026-10-24
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 bundle9
Licence (differs)Apache-2.0Not stated
Repository (differs)github.com/mckinsey/vizrogithub.com/jamditis/claude-skills-journalism
Changes in the last 7 days (differs)01
First seen (differs)2026-10-112026-10-22

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.

pdf-playground

In its own words, on Community GitHub marketplaces:

Interactive playground for creating and testing PDF reports and proposals

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

pdf-playground As a Claude Code plugin

Claude Code
/plugin marketplace add jamditis/claude-skills-journalism
/plugin install pdf-playground@claude-skills-journalism

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

Tools each declares

The marketplaces of pdf-playground 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: pdf-playground · 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