Ext Ops Panel
Open dashboard
Comparison

Amazon Q Business vs Apiguru Amazon Data

Amazon Q Business is an MCP server published by awslabs. Marketplaces we read that list it: 1 (Docker MCP Catalog). Apiguru Amazon Data is an MCP server published by apiguru.app. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-26. 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 BusinessApiguru Amazon Data
Docker MCP Catalog Listed
Version: sha256:e6e17afb81df
Forks (GitHub): 1 830
Pulls (Docker Hub): 13 217
Stars (Docker Hub): 0
Stars (GitHub): 9 835
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 1.1.57
Downloads/month (PyPI): 9 252
Downloads/week (PyPI): 522
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 Apiguru Amazon Data
FactAmazon Q BusinessApiguru Amazon Data
Marketplaces that list it11
Stars (GitHub) (differs)9 835 (better)1 (worse)
Pulls (Docker Hub) (differs)13 217No figure on Docker Hub
Forks (GitHub) (differs)1 830 (better)0 (worse)
Last release (differs)Not published2026-10-26
Where it runs (differs)On your machine (mcp/amazon-qbusiness-anonymous-mcp-server)Remote server (mcp.apiguru.app/mcp)
Transport (differs)stdioStreamable HTTP
Tools it declares (differs)1Not published
Environment variables it asks for (differs)6, secrets among them: 22, secrets among them: 1
Licence (differs)Apache-2.0Not stated
Repository (differs)github.com/awslabs/mcpgithub.com/apiguru-app/agent-kit
Changes in the last 7 days (differs)02
First seen2026-10-112026-10-11
Endpoint at the last check (differs)no remote endpoint we checkResponded 6 days ago

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.

Apiguru Amazon Data

In its own words, on Official MCP Registry:

Live Amazon product, review, search, deal, offer/stock and seller data across 23 marketplaces.

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)

Apiguru Amazon Data As a remote MCP server

Claude Code
claude mcp add --transport http amazon-data https://mcp.apiguru.app/mcp --header "X-API-KEY: <YOUR_X_API_KEY>"

Requires: APIGURU_API_KEY (secret), X-API-KEY header

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

Only Apiguru Amazon Data has a remote endpoint we check. How we check endpoints

Tools each declares

The marketplaces of Apiguru Amazon Data publish no list of tools, so we do not compare tools.

Settings each asks for

Only Amazon Q Business asks for

  • AWS_ACCESS_KEY_ID
  • AWS_PROFILE
  • AWS_REGION
  • AWS_SECRET_ACCESS_KEY (secret)
  • AWS_SESSION_TOKEN (secret)
  • QBUSINESS_APPLICATION_ID

Only Apiguru Amazon Data asks for

  • APIGURU_API_KEY (secret)
  • APIGURU_BASE_URL

Settings as each marketplace publishes them. Asking for fewer is not better in itself.

What it can do: Amazon Q Business · What it can do: Apiguru Amazon Data · Compare two other plugins

Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. 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