Vizro vs nveil
nveil is no longer listed on any marketplace we read: these are its last known data, as of 2026‑10‑17.
Vizro is an MCP server published by mckinsey. Marketplaces we read that list it: 1 (Docker MCP Catalog). nveil is a plugin bundle for AI coding tools published by NVEIL. No marketplace we read lists it any more. As of our marketplace pass on 2026-10-18. A plugin in this pair is no longer listed on any marketplace we read, so search engines are asked not to index the page.
Where each is published
| Marketplace |  Vizro | |
|---|---|---|
| Docker MCP Catalog | Listed Version: sha256:ddec90039ea1 Forks (GitHub): 305 Pulls (Docker Hub): 37 380 Stars (Docker Hub): 1 Stars (GitHub): 3 810 Not marked · First seen |
Not listed |
| Community marketplace nveil-ai/nveil-toolkit | Not listed | Removed on 2026-10-17 Version: 1.4.0 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
| Fact | Vizro | nveilno longer listed · |
|---|---|---|
| Marketplaces that list it (differs) | 1 | 0 |
| Stars (GitHub) (differs) | 3 810 | 3 |
| Pulls (Docker Hub) (differs) | 37 380 | No figure on Docker Hub |
| Forks (GitHub) (differs) | 305 | 0 |
| Last release | Not published | Not published |
| Where it runs (differs) | On your machine (mcp/vizro) | Installs as a plugin bundle |
| Transport (differs) | stdio | Not stated |
| Tools it declares (differs) | 6 | Not published |
| Environment variables it asks for | Not published | Not published |
| Parts of the bundle (differs) | Not a bundle | 2 |
| Licence (differs) | Apache-2.0 | AGPL-3.0-or-later |
| Repository (differs) | github.com/mckinsey/vizro | github.com/nveil-ai/nveil-toolkit |
| Changes in the last 7 days (differs) | 0 | 4 |
| First seen (differs) | 2026-10-11 | 2026-10-14 |
Lines where the two differ have a tinted background and bold values. No value is marked better or worse: a plugin no marketplace lists any more is shown with its last known data, which we do not rank against current figures.
What to use instead of nveil
Plugins still listed whose own names, descriptions, tools and skills are closest in meaning to it. Comparable, not endorsed.
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Data processing and visualization toolkit — 50+ chart types, raw data stays local.
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End-to-end data analysis workflow plugin for Claude Code. Covers the full pipeline from EDA to model training - EDA, preprocessing, statistical analysis, feature engineering, and…
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Data science and ML workflow tools. 9 agents, 8 commands, 19 skills, 9 templates for problem framing, preprocessing, validation, EDA, experimentation, review, deployment, and…
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Build multimodal AI applications with Pixeltable -- tables, computed columns, embedding search, UDFs, tool-calling agents, and 25+ AI provider integrations.
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SQL, analytics, datasets, models and machine-learning workflows.
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50+ pandas-powered tools for data loading, cleaning, visualization, and ML workflows
What each says it does
Vizro
provides tools and templates to create a functioning Vizro chart or dashboard step by step.
nveil
NVEIL is an AI-powered data-processing and visualization toolkit — describe joins, aggregations, pivots, resampling, geocoding, time-series analysis, feature engineering, 2D/3D charts, geospatial maps, voxel/volume rendering, medical imaging, and more in plain language; the toolkit plans remotely and executes entirely on the user's machine. Raw data never leaves. Invoke whenever a user task would otherwise force you to write pandas / NumPy / Plotly / Matplotlib / VTK / DeckGL code — you don't have to. NVEIL is your agent.
How to run each
Vizro As a local MCP server: Docker image
claude mcp add --transport stdio vizro -- docker run -i --rm mcp/vizronveil
No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.
Commands built only from what the marketplaces declare; the full set for every client is on each card.
Tools each declares
The marketplaces of nveil 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: nveil · 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.