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Comparison

AWS Bedrock Data Automation vs Presentr Analyze

AWS Bedrock Data Automation is an MCP server published by awslabs. Marketplaces we read that list it: 1 (Docker MCP Catalog). Presentr Analyze is an MCP server published by michaelw-pr. 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

Where each is published
MarketplaceAWS Bedrock Data AutomationPresentr Analyze
Docker MCP Catalog Listed
Version: sha256:ca5c8e3d1bf0
Forks (GitHub): 1 827
Pulls (Docker Hub): 14 603
Stars (Docker Hub): 0
Stars (GitHub): 9 830
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 1.0.0
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

AWS Bedrock Data Automation vs Presentr Analyze
FactAWS Bedrock Data AutomationPresentr Analyze
Marketplaces that list it11
Stars (GitHub) (differs)9 830No figure on GitHub
Pulls (Docker Hub) (differs)14 603No figure on Docker Hub
Forks (GitHub) (differs)1 827No figure on GitHub
Last releaseNot publishedNot published
Where it runs (differs)On your machine (mcp/aws-bedrock-data-automation-mcp-server)Remote server (analyze.presentr.me/api/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/mcpNot stated
Changes in the last 7 days00
First seen2026-10-112026-10-11
Endpoint at the last check (differs)no remote endpoint we checkResponded 36 h 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

AWS Bedrock Data Automation

In its own words, on Docker MCP Catalog:

Analyze documents, images, videos, and audio.

Presentr Analyze

In its own words, on Official MCP Registry:

Podcast and media analysis: transcripts, captions, chapters, ad markers and show notes.

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

Presentr Analyze As a remote MCP server

Claude Code
claude mcp add --transport http presentr-analyze https://analyze.presentr.me/api/mcp --header "Authorization: Bearer <YOUR_TOKEN>"

Requires: Authorization header

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

Only Presentr Analyze has a remote endpoint we check. How we check endpoints

Tools each declares

The marketplaces of Presentr Analyze publish no list of tools, so we do not compare tools.

Settings each asks for

The marketplaces of Presentr Analyze publish no settings it asks for, so we do not compare settings.

What it can do: AWS Bedrock Data Automation · What it can do: Presentr Analyze · 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