AWS Bedrock Data Automation vs Novita
AWS Bedrock Data Automation is an MCP server published by awslabs. Marketplaces we read that list it: 1 (Docker MCP Catalog). Novita is an MCP server published by novitalabs. Marketplaces we read that list it: 1 (Docker MCP Catalog). As of our marketplace pass on 2026-10-19. 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 Bedrock Data Automation |  Novita |
|---|---|---|
| Docker MCP Catalog | Listed Version: sha256:ca5c8e3d1bf0 Forks (GitHub): 1 817 Pulls (Docker Hub): 14 421 Stars (Docker Hub): 0 Stars (GitHub): 9 794 Not marked · First seen |
Listed Version: sha256:ddc904348d9e Forks (GitHub): 9 Pulls (Docker Hub): 10 525 Stars (Docker Hub): 0 Stars (GitHub): 12 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 Bedrock Data Automation | Novita |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | 9 794 (better) | 12 (worse) |
| Pulls (Docker Hub) (differs) | 14 421 (better) | 10 525 (worse) |
| Forks (GitHub) (differs) | 1 817 (better) | 9 (worse) |
| Last release | Not published | Not published |
| Where it runs (differs) | On your machine (mcp/aws-bedrock-data-automation-mcp-server) | On your machine (mcp/novita) |
| Transport | stdio | stdio |
| Tools it declares (differs) | 3 | 20 |
| Environment variables it asks for (differs) | 3, secrets among them: 0 | 1, secrets among them: 0 |
| Licence (differs) | Apache-2.0 | MIT |
| Repository (differs) | github.com/awslabs/mcp | github.com/novitalabs/novita-mcp-server |
| Changes in the last 7 days | 0 | 0 |
| First seen | 2026-10-11 | 2026-10-11 |
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 Bedrock Data Automation
Analyze documents, images, videos, and audio.
Novita
Seamless interaction with Novita AI platform resources.
How to run each
AWS Bedrock Data Automation As a local MCP server: Docker image
claude mcp add --transport stdio aws-bedrock-data-automation -- docker run -i --rm mcp/aws-bedrock-data-automation-mcp-serverNovita As a local MCP server: Docker image
claude mcp add --transport stdio novita -- docker run -i --rm mcp/novitaCommands built only from what the marketplaces declare; the full set for every client is on each card.
Tools each declares
Only AWS Bedrock Data Automation declares
analyzeassetgetprojectdetailsgetprojects
Only Novita declares
create-container-registry-authcreate-gpu-instancecreate-network-storagecreate-templatedelete-container-registry-authdelete-gpu-instancedelete-network-storagedelete-templateget-gpu-instanceget-templatelist-clusterslist-container-registry-auths
Show the remaining 8
list-gpu-instanceslist-network-storagelist-productslist-templatesrestart-gpu-instancestart-gpu-instancestop-gpu-instanceupdate-network-storage
Both declare
None
Tool names as each marketplace publishes them. More tools is not better in itself: compare what each needs for the job.
Settings each asks for
Only AWS Bedrock Data Automation asks for
AWS_BUCKET_NAMEAWS_PROFILEAWS_REGION
Only Novita asks for
NOVITA_API_KEY
Settings as each marketplace publishes them. Asking for fewer is not better in itself.
What it can do: AWS Bedrock Data Automation · What it can do: Novita · Compare two other plugins
Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.