Amazon Q Business vs API Plan Finder
Amazon Q Business is an MCP server published by awslabs. Marketplaces we read that list it: 1 (Docker MCP Catalog). API Plan Finder is an MCP server published by scraping-api-plans. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-25. 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 |  API Plan Finder |
|---|---|---|
| Docker MCP Catalog | Listed Version: sha256:e6e17afb81df Forks (GitHub): 1 826 Pulls (Docker Hub): 13 169 Stars (Docker Hub): 0 Stars (GitHub): 9 823 Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Listed Version: 0.1.4 No figure published 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 | API Plan Finder |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | 9 823 | No figure on GitHub |
| Pulls (Docker Hub) (differs) | 13 169 | No figure on Docker Hub |
| Forks (GitHub) (differs) | 1 826 | No figure on GitHub |
| Last release (differs) | Not published | 2026-10-20 |
| Where it runs (differs) | On your machine (mcp/amazon-qbusiness-anonymous-mcp-server) | Remote server (plans.intoperson.com/mcp) |
| Transport (differs) | stdio | Streamable HTTP |
| Tools it declares (differs) | 1 | Not published |
| Environment variables it asks for (differs) | 6, secrets among them: 2 | Not published |
| Licence (differs) | Apache-2.0 | Not stated |
| Repository (differs) | github.com/awslabs/mcp | Not stated |
| Changes in the last 7 days (differs) | 0 | 4 |
| First seen | 2026-10-11 | 2026-10-11 |
| Endpoint at the last check (differs) | no remote endpoint we check | Responded 3 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
AI assistant for ingested content with anonymous access.
API Plan Finder
Compare API plans on 42 conditions with cost: scraping, SERP, search, browser, email, TTS, STT, docs
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)
API Plan Finder As a remote MCP server
claude mcp add --transport http web-data-plan-finder https://plans.intoperson.com/mcpCommands built only from what the marketplaces declare; the full set for every client is on each card.
Only API Plan Finder has a remote endpoint we check. How we check endpoints
Tools each declares
Only Amazon Q Business has
QBusinessQueryTool
Only API Plan Finder has
check_conditionscost_scenariosget_detailsrelax_conditionssearchverify_answer
Both have
None
Tool names as the marketplaces declare them and as Ext Ops observed them on the endpoints (API Plan Finder as of 2026-10-20). More tools is not better in itself: compare what each needs for the job.
Settings each asks for
The marketplaces of API Plan Finder publish no settings it asks for, so we do not compare settings.
What it can do: Amazon Q Business · What it can do: API Plan Finder · 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.