Keboola vs data-quality
data-quality is no longer listed on any marketplace we read: these are its last known data, as of 2026‑10‑18.
Keboola is an MCP server published by keboola. Marketplaces we read that list it: 1 (Docker MCP Catalog). data-quality is a plugin bundle for AI coding tools published by barnburner121. No marketplace we read lists it any more. As of our marketplace pass on 2026-10-24. 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 |  Keboola | |
|---|---|---|
| Docker MCP Catalog | Listed Version: sha256:1089ff9910ee Forks (GitHub): 24 Pulls (Docker Hub): 14 057 Stars (Docker Hub): 0 Stars (GitHub): 85 Not marked · First seen |
Not listed |
| Community marketplace barnburner121/claude-plugin-marketplace | Not listed | Removed on 2026-10-18 Version: 1.0.0 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 | Keboola | data-qualityno longer listed · |
|---|---|---|
| Marketplaces that list it (differs) | 1 | 0 |
| Stars (GitHub) (differs) | 85 | 3 |
| Pulls (Docker Hub) (differs) | 14 057 | No figure on Docker Hub |
| Forks (GitHub) (differs) | 24 | 0 |
| Last release | Not published | Not published |
| Where it runs (differs) | On your machine (mcp/keboola-mcp) | On your machine (@barnburner121/plugin-hub-mcp) |
| Transport (differs) | stdio | Not stated |
| Tools it declares (differs) | 33 | Not published |
| Environment variables it asks for (differs) | 2, secrets among them: 1 | Not published |
| Parts of the bundle (differs) | Not a bundle | 2 |
| Licence | MIT | MIT |
| Repository (differs) | github.com/keboola/mcp-server | github.com/barnburner121/claude-plugin-marketplace |
| Changes in the last 7 days (differs) | 0 | 2 |
| 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 data-quality
Plugins still listed whose own names, descriptions, tools and skills are closest in meaning to it. Comparable, not endorsed.
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Add checks and metrics to dlt pipelines — inspect schema for candidates, define column-level validations and load metrics, run them on every pipeline load, and review results with…
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DQX by Databricks Labs — AI assistant skills for defining, applying, storing, and profiling data quality rules in PySpark.
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Audit datasets for completeness, consistency, accuracy, and validity. 3 stdlib-only Python tools: data profiler with DQS scoring, missing value analyzer with MCAR/MAR/MNAR…
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Schema validation, data quality monitoring, streaming validation pipelines, and input validation for backend APIs
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Schema validation, data quality monitoring, streaming validation pipelines, and input validation for backend APIs
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Data validation and quality assurance tools using Pydantic v2, schema validation, data contracts, and quality monitoring for PlanetScale PostgreSQL databases
What each says it does
Keboola
Keboola MCP Server is an open-source bridge between your Keboola project and modern AI tools.
data-quality
Generate data quality checks and monitoring
How to run each
Keboola As a local MCP server: Docker image
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-mcpRequires: KBC_STORAGE_TOKEN (secret)
data-quality
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 data-quality publish no list of tools, so we do not compare tools.
Settings each asks for
The marketplaces of data-quality publish no settings it asks for, so we do not compare settings.
What it can do: Keboola · What it can do: data-quality · 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.