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Comparison

Amazon Q Business vs Google Jobs Scraper

Amazon Q Business is an MCP server published by awslabs. Marketplaces we read that list it: 1 (Docker MCP Catalog). Google Jobs Scraper is an MCP server published by RalfIJ. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-11-13. 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 BusinessGoogle Jobs Scraper
Docker MCP Catalog Listed
Version: sha256:e6e17afb81df
Forks (GitHub): 1 870
Pulls (Docker Hub): 13 489
Stars (Docker Hub): 0
Stars (GitHub): 9 913
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 1.0.0
Forks (GitHub): 0
Stars (GitHub): 0
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 Google Jobs Scraper
FactAmazon Q BusinessGoogle Jobs Scraper
Marketplaces that list it11
Stars (GitHub) (differs)9 913 (better)0 (worse)
Pulls (Docker Hub) (differs)13 489No figure on Docker Hub
Forks (GitHub) (differs)1 870 (better)0 (worse)
Last releaseNot publishedNot published
Where it runs (differs)On your machine (mcp/amazon-qbusiness-anonymous-mcp-server)Remote server (mcp.apify.com)
Transport (differs)stdioStreamable HTTP
Tools it declares (differs)1Not published
Environment variables it asks for (differs)6, secrets among them: 2Not published
Licence (differs)Apache-2.0Not stated
Repository (differs)github.com/awslabs/mcpgithub.com/ralfij/google-jobs-api
Changes in the last 7 days00
First seen2026-10-112026-10-11
Endpoint at the last check (differs)no remote endpoint we checkResponded 18 h ago, requires authentication

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.

Google Jobs Scraper

In its own words, on Official MCP Registry:

Google Jobs listings with parsed salaries and direct apply links, more than 10 per search.

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)

Google Jobs Scraper

No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.

Requires: Authorization header

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

Only Google Jobs Scraper has a remote endpoint we check. How we check endpoints

Tools each declares

The marketplaces of Google Jobs Scraper publish no list of tools, so we do not compare tools.

Settings each asks for

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

What it can do: Amazon Q Business · What it can do: Google Jobs Scraper · 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