Ext Ops Panel
Open dashboard
Comparison

AWS Bedrock Data Automation vs unsloth-training

AWS Bedrock Data Automation is an MCP server published by awslabs. Marketplaces we read that list it: 1 (Docker MCP Catalog). unsloth-training is a plugin bundle for AI coding tools published by duyet. Marketplaces we read that list it: 1 (Community GitHub marketplaces). As of our marketplace pass on 2026-10-24. 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
MarketplaceAWS Bedrock Data Automationunsloth-training
Docker MCP Catalog Listed
Version: sha256:ca5c8e3d1bf0
Forks (GitHub): 1 823
Pulls (Docker Hub): 14 538
Stars (Docker Hub): 0
Stars (GitHub): 9 812
Not marked · First seen
Not listed
Community marketplace duyet/codex-claude-plugins Not listed Listed
Version: 1.1.0
Forks (GitHub): 1
Stars (GitHub): 15
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

AWS Bedrock Data Automation vs unsloth-training
FactAWS Bedrock Data Automationunsloth-training
Marketplaces that list it11
Stars (GitHub) (differs)9 812 (better)15 (worse)
Pulls (Docker Hub) (differs)14 538No figure on Docker Hub
Forks (GitHub) (differs)1 823 (better)1 (worse)
Last release (differs)Not published2026-10-19
Where it runs (differs)On your machine (mcp/aws-bedrock-data-automation-mcp-server)Installs as a plugin bundle
Transport (differs)stdioNot stated
Tools it declares (differs)3Not published
Environment variables it asks for (differs)3, secrets among them: 0Not published
Parts of the bundle (differs)Not a bundle1
Licence (differs)Apache-2.0MIT
Repository (differs)github.com/awslabs/mcpgithub.com/duyet/codex-claude-plugins
Changes in the last 7 days (differs)03
First seen (differs)2026-10-112026-10-16

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

AWS Bedrock Data Automation

In its own words, on Docker MCP Catalog:

Analyze documents, images, videos, and audio.

unsloth-training

In its own words, on Community GitHub marketplaces:

Fine-tune LLMs with Unsloth using GRPO or SFT: rewards, datasets, FP8, vision, MLX, export, mobile.

How to run each

AWS Bedrock Data Automation As a local MCP server: Docker image

Claude Code
claude mcp add --transport stdio aws-bedrock-data-automation -- docker run -i --rm mcp/aws-bedrock-data-automation-mcp-server

unsloth-training As a Claude Code plugin

Claude Code
/plugin marketplace add duyet/codex-claude-plugins
/plugin install unsloth-training@duyet-claude-plugins

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

Tools each declares

The marketplaces of unsloth-training publish no list of tools, so we do not compare tools.

Settings each asks for

The marketplaces of unsloth-training publish no settings it asks for, so we do not compare settings.

What it can do: AWS Bedrock Data Automation · What it can do: unsloth-training · 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