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AWS Bedrock Data Automation vs agent-media

AWS Bedrock Data Automation is an MCP server published by awslabs. Marketplaces we read that list it: 1 (Docker MCP Catalog). agent-media is an MCP server published by yuvalsuede. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-26. 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
MarketplaceAWS Bedrock Data Automationagent-media
Docker MCP Catalog Listed
Version: sha256:ca5c8e3d1bf0
Forks (GitHub): 1 827
Pulls (Docker Hub): 14 632
Stars (Docker Hub): 0
Stars (GitHub): 9 830
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 0.2.0
Downloads/month (npm): 200
Downloads/week (npm): 42
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

AWS Bedrock Data Automation vs agent-media
FactAWS Bedrock Data Automationagent-media
Marketplaces that list it11
Stars (GitHub) (differs)9 830 (better)0 (worse)
Pulls (Docker Hub) (differs)14 632No figure on Docker Hub
Forks (GitHub) (differs)1 827 (better)0 (worse)
Last release (differs)Not published2026-10-25
Where it runs (differs)On your machine (mcp/aws-bedrock-data-automation-mcp-server)Remote server (api.agent-media.ai/mcp)
Transport (differs)stdioStreamable HTTP
Tools it declares (differs)3Not published
Environment variables it asks for (differs)3, secrets among them: 0Not published
Licence (differs)Apache-2.0Not stated
Repository (differs)github.com/awslabs/mcpgithub.com/agent-media-ai/agent-media
Changes in the last 7 days (differs)06
First seen2026-10-112026-10-11
Endpoint at the last check (differs)no remote endpoint we checkResponded 7 h 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

AWS Bedrock Data Automation

In its own words, on Docker MCP Catalog:

Analyze documents, images, videos, and audio.

agent-media

In its own words, on Official MCP Registry:

Turn an app screenshot or product photo into a 10s vertical AI UGC video ad of a creator showing it.

How to run each

AWS Bedrock Data Automation As a local MCP server: Docker image

Claude Code
claude mcp add --transport stdio aws-bedrock-data-automation -- docker run -i --rm mcp/aws-bedrock-data-automation-mcp-server

agent-media As a remote MCP server

Claude Code
claude mcp add --transport http agent-media https://api.agent-media.ai/mcp

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

Only agent-media has a remote endpoint we check. How we check endpoints

Tools each declares

The marketplaces of agent-media publish no list of tools, so we do not compare tools.

Settings each asks for

The marketplaces of agent-media publish no settings it asks for, so we do not compare settings.

What it can do: AWS Bedrock Data Automation · What it can do: agent-media · 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