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Comparison

Vizro vs preset-toolkit

Vizro is an MCP server published by mckinsey. Marketplaces we read that list it: 1 (Docker MCP Catalog). preset-toolkit is a plugin bundle for AI coding tools published by rishav1305. Marketplaces we read that list it: 1 (Claude Code: claude-plugins-community). 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

Where each is published
MarketplaceVizropreset-toolkit
Docker MCP Catalog Listed
Version: sha256:ddec90039ea1
Forks (GitHub): 303
Pulls (Docker Hub): 37 320
Stars (Docker Hub): 1
Stars (GitHub): 3 804
Not marked · First seen
Not listed
Claude Code: claude-plugins-community Not listed Listed
Version: 0.5.0
Forks (GitHub): 0
Stars (GitHub): 1
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 preset-toolkit
FactVizropreset-toolkit
Marketplaces that list it11
Stars (GitHub) (differs)3 804 (better)1 (worse)
Pulls (Docker Hub) (differs)37 320No figure on Docker Hub
Forks (GitHub) (differs)303 (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
Hooks it runs (differs)Not published1
Parts of the bundle (differs)Not a bundle24
Licence (differs)Apache-2.0BUSL-1.1
Repository (differs)github.com/mckinsey/vizrogithub.com/rishav1305/preset-toolkit
Changes in the last 7 days00
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

Vizro

In its own words, on Docker MCP Catalog:

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

preset-toolkit

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

Dashboard management toolkit for Preset/Superset — sync, validate, push, screenshot, visual regression, ownership

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

preset-toolkit As a Claude Code plugin

Claude Code
/plugin marketplace add anthropics/claude-plugins-community
/plugin install preset-toolkit@claude-community

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

Tools each declares

The marketplaces of preset-toolkit 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: preset-toolkit · 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-community/blob/HEAD/.claude-plugin/marketplace.json. 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