AWS Bedrock Data Automation vs tabh2o
tabh2o is no longer listed on any marketplace we read: these are its last known data, as of 2026‑10‑22.
AWS Bedrock Data Automation is an MCP server published by awslabs. Marketplaces we read that list it: 1 (Docker MCP Catalog). tabh2o is a plugin bundle for AI coding tools published by h2oai. No marketplace we read lists it any more. As of our marketplace pass on 2026-10-30. 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 |  AWS Bedrock Data Automation | |
|---|---|---|
| Docker MCP Catalog | Listed Version: sha256:ca5c8e3d1bf0 Forks (GitHub): 1 835 Pulls (Docker Hub): 14 833 Stars (Docker Hub): 0 Stars (GitHub): 9 848 Not marked · First seen |
Not listed |
| Community marketplace h2oai/tabh2o | Not listed | Removed on 2026-10-22 Version: not stated Forks (GitHub): 1 Stars (GitHub): 7 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 | AWS Bedrock Data Automation | tabh2ono longer listed · |
|---|---|---|
| Marketplaces that list it (differs) | 1 | 0 |
| Stars (GitHub) (differs) | 9 848 | 7 |
| Pulls (Docker Hub) (differs) | 14 833 | No figure on Docker Hub |
| Forks (GitHub) (differs) | 1 835 | 1 |
| Last release | Not published | Not published |
| Where it runs (differs) | On your machine (mcp/aws-bedrock-data-automation-mcp-server) | Installs as a plugin bundle |
| Transport (differs) | stdio | Not stated |
| Tools it declares (differs) | 3 | Not published |
| Environment variables it asks for (differs) | 3, secrets among them: 0 | Not published |
| Parts of the bundle (differs) | Not a bundle | 1 |
| Licence (differs) | Apache-2.0 | Not stated |
| Repository (differs) | github.com/awslabs/mcp | github.com/h2oai/tabh2o |
| Changes in the last 7 days | 0 | 0 |
| First seen (differs) | 2026-10-11 | 2026-10-20 |
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 tabh2o
Plugins still listed whose own names, descriptions, tools and skills are closest in meaning to it. Comparable, not endorsed.
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Self-hosted MCP server for time-series forecasting and tabular ML via foundation models.
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Forecast time series in CSV files: deterministic skforecast workflows and the script that ran.
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Give your AI a research team. Forecast, score, classify, or research every row of a dataset.
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Run Welt's tabular, causal and forecasting models on your data. Hosted; OAuth sign-in.
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DataRobot skills for AI/ML workflows — model training, deployment, predictions, feature engineering, monitoring, explainability, data preparation, App Framework CI/CD, and…
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SQL-native time-series forecasting skills for the anofox_forecast DuckDB extension — models & ensembles, backtesting, statistical diagnostics, seasonality/changepoint detection…
What each says it does
AWS Bedrock Data Automation
Analyze documents, images, videos, and audio.
tabh2o
Makes predictions on tabular data using the TabH2O foundation model API. Supports classification, regression (including timeseries forecasting), clustering, missing value imputation, and anomaly detection, with optional global feature importance for classification and regression. Send data as JSON or CSV, get results back.
How to run each
AWS Bedrock Data Automation As a local MCP server: Docker image
claude mcp add --transport stdio aws-bedrock-data-automation -- docker run -i --rm mcp/aws-bedrock-data-automation-mcp-servertabh2o
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 tabh2o publish no list of tools, so we do not compare tools.
Settings each asks for
The marketplaces of tabh2o publish no settings it asks for, so we do not compare settings.
What it can do: AWS Bedrock Data Automation · What it can do: tabh2o · 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.