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Amazon Location Service vs Charlotte Area Transit (CATS)

Amazon Location Service is an MCP server published by awslabs. Marketplaces we read that list it: 1 (Docker MCP Catalog). Charlotte Area Transit (CATS) is an MCP server published by ajwann. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-17. 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 Location ServiceCharlotte Area Transit (CATS)
Docker MCP Catalog Listed
Version: sha256:a84810ffd306
Forks (GitHub): 1 812
Pulls (Docker Hub): 13 512
Stars (Docker Hub): 0
Stars (GitHub): 9 782
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 2.1.1
Downloads/month (PyPI): 518
Downloads/week (PyPI): 26
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 Location Service vs Charlotte Area Transit (CATS)
FactAmazon Location ServiceCharlotte Area Transit (CATS)
Marketplaces that list it11
Stars (GitHub) (differs)9 782 (better)0 (worse)
Pulls (Docker Hub) (differs)13 512No figure on Docker Hub
Forks (GitHub) (differs)1 812 (better)0 (worse)
Last releaseNot publishedNot published
Where it runs (differs)On your machine (mcp/aws-location-mcp-server)Remote server (queenscoach.adamwanninger.com/mcp)
Transport (differs)stdioStreamable HTTP
Tools it declares (differs)8Not published
Environment variables it asks for (differs)5, secrets among them: 2Not published
Licence (differs)Apache-2.0Not stated
Repository (differs)github.com/awslabs/mcpgithub.com/ajwann/queenscoach
Changes in the last 7 days00
First seen2026-10-112026-10-11
Endpoint at the last check (differs)no remote endpoint we checkResponded 2 days ago, requires a key

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 Location Service

In its own words, on Docker MCP Catalog:

Place search, geocoding, and route optimization.

Charlotte Area Transit (CATS)

In its own words, on Official MCP Registry:

CATS bus and light rail trip planning, live arrivals, timetables, routes, and service alerts

How to run each

Amazon Location Service 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 aws-location -- docker run -i --rm -e AWS_SECRET_ACCESS_KEY -e AWS_SESSION_TOKEN mcp/aws-location-mcp-server

Requires: AWS_SECRET_ACCESS_KEY (secret), AWS_SESSION_TOKEN (secret)

Charlotte Area Transit (CATS) As a remote MCP server

Claude Code
claude mcp add --transport http queenscoach https://queenscoach.adamwanninger.com/mcp

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

Only Charlotte Area Transit (CATS) has a remote endpoint we check. How we check endpoints

Tools each declares

The marketplaces of Charlotte Area Transit (CATS) publish no list of tools, so we do not compare tools.

Settings each asks for

The marketplaces of Charlotte Area Transit (CATS) publish no settings it asks for, so we do not compare settings.

What it can do: Amazon Location Service · What it can do: Charlotte Area Transit (CATS) · 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