AWS Diagram vs GraphCompose AI Flow
AWS Diagram is an MCP server published by awslabs. Marketplaces we read that list it: 1 (Docker MCP Catalog). GraphCompose AI Flow is a plugin bundle for AI coding tools published by DemchaAV. Marketplaces we read that list it: 1 (Community GitHub marketplaces). As of our marketplace pass on 2026-10-16. 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 |  AWS Diagram | |
|---|---|---|
| Docker MCP Catalog | Listed Version: sha256:453d5fc6b50b Forks (GitHub): 1 808 Pulls (Docker Hub): 60 777 Stars (Docker Hub): 1 Stars (GitHub): 9 782 Not marked · First seen |
Not listed |
| Community marketplace demchaav/graphcompose-ai-flow | Not listed | Listed Version: 0.23.0 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 | AWS Diagram | GraphCompose AI Flow |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | 9 782 | No figure on GitHub |
| Pulls (Docker Hub) (differs) | 60 777 | No figure on Docker Hub |
| Forks (GitHub) (differs) | 1 808 | No figure on GitHub |
| Last release | Not published | Not published |
| Where it runs (differs) | On your machine (mcp/aws-diagram) | Installs as a plugin bundle |
| Transport (differs) | stdio | Not stated |
| Tools it declares (differs) | 3 | Not published |
| Environment variables it asks for | Not published | Not published |
| Hooks it runs (differs) | Not published | 6 |
| Parts of the bundle (differs) | Not a bundle | 14 |
| Licence (differs) | Apache-2.0 | MIT |
| Repository (differs) | github.com/awslabs/mcp | github.com/demchaav/graphcompose-ai-flow |
| Changes in the last 7 days (differs) | 0 | 2 |
| First seen (differs) | 2026-10-11 | 2026-10-15 |
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
AWS Diagram
Seamlessly create diagrams using the Python diagrams package DSL. This server allows you to generate AWS diagrams, sequence diagrams, flow diagrams, and class diagrams using Python code.
GraphCompose AI Flow
Reference in, GraphCompose template out — with a render/compare/revise loop and a visual parity contract.
How to run each
AWS Diagram As a local MCP server: Docker image
claude mcp add --transport stdio aws-diagram -- docker run -i --rm mcp/aws-diagramGraphCompose AI Flow As a Claude Code plugin
/plugin marketplace add demchaav/graphcompose-ai-flow
/plugin install graphcompose-flow@graphcomposeCommands built only from what the marketplaces declare; the full set for every client is on each card.
Tools each declares
The marketplaces of GraphCompose AI Flow publish no list of tools, so we do not compare tools.
Settings each asks for
Neither one's marketplaces publish the settings it asks for.
What it can do: AWS Diagram · What it can do: GraphCompose AI Flow · 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.