Amazon Q Business vs Google E-commerce (GA4, Search Console, Merchant Center, Ads)
Amazon Q Business is an MCP server published by awslabs. Marketplaces we read that list it: 1 (Docker MCP Catalog). Google E-commerce (GA4, Search Console, Merchant Center, Ads) is an MCP server published by MoonEyes. Marketplaces we read that list it: 2 (Official MCP Registry, PyPI (MCP servers)). As of our marketplace pass on 2026-11-03. 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
| Marketplace |  Amazon Q Business |  Google E-commerce (GA4, Search Console, Merchant Center, Ads) |
|---|---|---|
| Docker MCP Catalog | Listed Version: sha256:e6e17afb81df Forks (GitHub): 1 843 Pulls (Docker Hub): 13 365 Stars (Docker Hub): 0 Stars (GitHub): 9 863 Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Listed Version: 0.6.0 Downloads/month (PyPI): 692 Downloads/week (PyPI): 427 Forks (GitHub): 1 Stars (GitHub): 3 Not marked · First seen |
| PyPI (MCP servers) | Not listed | Listed Version: 0.6.0 Downloads/month (PyPI): 692 Downloads/week (PyPI): 427 Forks (GitHub): 1 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 | Amazon Q Business | Google E-commerce (GA4, Search Console, Merchant Center, Ads) |
|---|---|---|
| Marketplaces that list it (differs) | 1 (worse) | 2 (better) |
| Stars (GitHub) (differs) | 9 863 (better) | 3 (worse) |
| Pulls (Docker Hub) (differs) | 13 365 | No figure on Docker Hub |
| Forks (GitHub) (differs) | 1 843 (better) | 1 (worse) |
| Last release (differs) | Not published | 2026-10-21 |
| Where it runs (differs) | On your machine (mcp/amazon-qbusiness-anonymous-mcp-server) | On your machine (google-ecommerce-mcp) |
| Transport | stdio | stdio |
| Tools it declares (differs) | 1 | Not published |
| Environment variables it asks for (differs) | 6, secrets among them: 2 | 8, secrets among them: 1 |
| Licence (differs) | Apache-2.0 | MIT |
| Repository (differs) | github.com/awslabs/mcp | github.com/mooneyes/google-ecommerce-mcp |
| Changes in the last 7 days | 0 | 0 |
| First seen | 2026-10-11 | 2026-10-11 |
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
AI assistant for ingested content with anonymous access.
Google E-commerce (GA4, Search Console, Merchant Center, Ads)
Multi-client read and controlled write (off by default): GA4, GSC, Merchant, GTM, ad platforms.
How to run each
Amazon Q Business As a local MCP server: Docker image
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-serverRequires: AWS_SECRET_ACCESS_KEY (secret), AWS_SESSION_TOKEN (secret)
Google E-commerce (GA4, Search Console, Merchant Center, Ads) As a local MCP server: PyPI package
claude mcp add --env "PAGESPEED_API_KEY=<YOUR_PAGESPEED_API_KEY>" --transport stdio google-ecommerce-mcp -- uvx google-ecommerce-mcpRequires: PAGESPEED_API_KEY (secret)
Commands built only from what the marketplaces declare; the full set for every client is on each card.
Tools each declares
The marketplaces of Google E-commerce (GA4, Search Console, Merchant Center, Ads) publish no list of tools, so we do not compare tools.
Settings each asks for
Only Amazon Q Business asks for
AWS_ACCESS_KEY_IDAWS_PROFILEAWS_REGIONAWS_SECRET_ACCESS_KEY (secret)AWS_SESSION_TOKEN (secret)QBUSINESS_APPLICATION_ID
Only Google E-commerce (GA4, Search Console, Merchant Center, Ads) asks for
GA4_PROPERTY_IDGEM_CLIENTGEM_WRITEGOOGLE_TOKEN_FILEGSC_SITE_URLGTM_CONTAINER_IDMERCHANT_ACCOUNT_IDPAGESPEED_API_KEY (secret)
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: Google E-commerce (GA4, Search Console, Merchant Center, Ads) · 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. Package data comes from the Python Package Index (pypi.org). Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.