Amazon Q Business vs visibility
Amazon Q Business is an MCP server published by awslabs. Marketplaces we read that list it: 1 (Docker MCP Catalog). visibility is a plugin bundle for AI coding tools published by OrenSegal. Marketplaces we read that list it: 1 (Community GitHub marketplaces). As of our marketplace pass on 2026-11-15. 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 |  visibility |
|---|---|---|
| Docker MCP Catalog | Listed Version: sha256:e6e17afb81df Forks (GitHub): 1 874 Pulls (Docker Hub): 13 504 Stars (Docker Hub): 0 Stars (GitHub): 9 921 Not marked · First seen |
Not listed |
| Community marketplace davepoon/buildwithclaude | Not listed | Listed Version: 0.2.1 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
| Fact | Amazon Q Business | visibility |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | 9 921 (better) | 0 (worse) |
| Pulls (Docker Hub) (differs) | 13 504 | No figure on Docker Hub |
| Forks (GitHub) (differs) | 1 874 (better) | 0 (worse) |
| Last release | Not published | Not published |
| Where it runs (differs) | On your machine (mcp/amazon-qbusiness-anonymous-mcp-server) | Installs as a plugin bundle |
| Transport (differs) | stdio | Not stated |
| Tools it declares (differs) | 1 | Not published |
| Environment variables it asks for (differs) | 6, secrets among them: 2 | Not published |
| Parts of the bundle (differs) | Not a bundle | 4 |
| Licence (differs) | Apache-2.0 | MIT |
| Repository (differs) | github.com/awslabs/mcp | github.com/orensegal/visibility |
| Changes in the last 7 days (differs) | 0 | 2 |
| First seen (differs) | 2026-10-11 | 2026-11-13 |
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.
visibility
Plan and run listings for a project on marketplaces and directories, from a catalog of 98 platforms and paying channels. plan scans for listable assets and ranks where the project fits; register walks one platform; build makes the one missing asset; monetize ranks the channels that pay. README text, docs, landing pages and submission pages are treated as data; a page that differs from the catalog is shown to the user and waited on. Every publish, push, PR or package install waits for a yes, and installs use exact pinned versions; accounts, payment, DNS and form submissions stay with the user.
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)
visibility As a Claude Code plugin
/plugin marketplace add davepoon/buildwithclaude
/plugin install visibility@buildwithclaudeCommands built only from what the marketplaces declare; the full set for every client is on each card.
Tools each declares
The marketplaces of visibility publish no list of tools, so we do not compare tools.
Settings each asks for
The marketplaces of visibility publish no settings it asks for, so we do not compare settings.
What it can do: Amazon Q Business · What it can do: visibility · 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.