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Amazon Q Business vs Shopping

Amazon Q Business is an MCP server published by awslabs. Marketplaces we read that list it: 1 (Docker MCP Catalog). Shopping is a plugin bundle for AI coding tools published by danielrosehill. Marketplaces we read that list it: 1 (Community GitHub marketplaces). As of our marketplace pass on 2026-10-18. 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
MarketplaceAmazon Q BusinessShopping
Docker MCP Catalog Listed
Version: sha256:e6e17afb81df
Forks (GitHub): 1 815
Pulls (Docker Hub): 12 877
Stars (Docker Hub): 0
Stars (GitHub): 9 788
Not marked · First seen
Not listed
Community marketplace danielrosehill/claude-code-plugins Not listed Listed
Version: 2.0.1
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

Amazon Q Business vs Shopping
FactAmazon Q BusinessShopping
Marketplaces that list it11
Stars (GitHub) (differs)9 788 (better)1 (worse)
Pulls (Docker Hub) (differs)12 877No figure on Docker Hub
Forks (GitHub) (differs)1 815 (better)0 (worse)
Last releaseNot publishedNot published
Where it runs (differs)On your machine (mcp/amazon-qbusiness-anonymous-mcp-server)Installs as a plugin bundle
Transport (differs)stdioNot stated
Tools it declares (differs)1Not published
Environment variables it asks for (differs)6, secrets among them: 2Not published
Parts of the bundle (differs)Not a bundle16
Licence (differs)Apache-2.0MIT
Repository (differs)github.com/awslabs/mcpgithub.com/danielrosehill/claude-shopping-plugin
Changes in the last 7 days (differs)02
First seen (differs)2026-10-112026-10-15

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

Amazon Q Business

In its own words, on Docker MCP Catalog:

AI assistant for ingested content with anonymous access.

Shopping

In its own words, on Community GitHub marketplaces:

Region-specific consumer shopping primitives — find products, compare local vendors, check availability, and generate ranked purchase recommendations. Ships variant scaffolds per supported region and a provisioning skill for fresh shopping workspaces. Marketplace-specific research (Amazon US, AliExpress Israel) now lives in dedicated per-marketplace plugins; the marketplace-plugins skill is the roster.

How to run each

Amazon Q Business As a local MCP server: Docker image

Claude Code
claude mcp add --env "AWS_SECRET_ACCESS_KEY=<YOUR_AWS_SECRET_ACCESS_KEY>" --env "AWS_SESSION_TOKEN=<YOUR_AWS_SESSION_TOKEN>" --transport stdio amazon-qbusiness-anonymous -- docker run -i --rm -e AWS_SECRET_ACCESS_KEY -e AWS_SESSION_TOKEN mcp/amazon-qbusiness-anonymous-mcp-server

Requires: AWS_SECRET_ACCESS_KEY (secret), AWS_SESSION_TOKEN (secret)

Shopping As a Claude Code plugin

Claude Code
/plugin marketplace add danielrosehill/claude-code-plugins
/plugin install shopping@danielrosehill

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

Tools each declares

The marketplaces of Shopping publish no list of tools, so we do not compare tools.

Settings each asks for

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

What it can do: Amazon Q Business · What it can do: Shopping · 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