AWS Bedrock Data Automation vs discovery
discovery is no longer listed on any marketplace we read: these are its last known data, as of 2026‑10‑23.
AWS Bedrock Data Automation is an MCP server published by awslabs. Marketplaces we read that list it: 1 (Docker MCP Catalog). discovery is a plugin bundle for AI coding tools published by AI Hub Contributors. No marketplace we read lists it any more. As of our marketplace pass on 2026-10-25. A plugin in this pair is no longer listed on any marketplace we read, so search engines are asked not to index the page.
Where each is published
| Marketplace |  AWS Bedrock Data Automation | |
|---|---|---|
| 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 |
| Community marketplace dodobrands/ai-hub | Not listed | Removed on 2026-10-23 Version: 0.1.0 Forks (GitHub): 8 Stars (GitHub): 8 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 | discoveryno longer listed · |
|---|---|---|
| Marketplaces that list it (differs) | 1 | 0 |
| Stars (GitHub) (differs) | 9 830 | 8 |
| Pulls (Docker Hub) (differs) | 14 603 | No figure on Docker Hub |
| Forks (GitHub) (differs) | 1 827 | 8 |
| Last release | Not published | Not published |
| Where it runs (differs) | On your machine (mcp/aws-bedrock-data-automation-mcp-server) | Installs as a plugin bundle |
| Transport (differs) | stdio | Not stated |
| Tools it declares (differs) | 3 | Not published |
| Environment variables it asks for (differs) | 3, secrets among them: 0 | Not published |
| Parts of the bundle (differs) | Not a bundle | 13 |
| Licence (differs) | Apache-2.0 | Not stated |
| Repository (differs) | github.com/awslabs/mcp | github.com/dodobrands/ai-hub |
| Changes in the last 7 days (differs) | 0 | 2 |
| First seen (differs) | 2026-10-11 | 2026-10-16 |
Lines where the two differ have a tinted background and bold values. No value is marked better or worse: a plugin no marketplace lists any more is shown with its last known data, which we do not rank against current figures.
What to use instead of discovery
Plugins still listed whose own names, descriptions, tools and skills are closest in meaning to it. Comparable, not endorsed.
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AI Product Discovery skills for Claude Code, powered by ClosedLoop AI. Deep-dive into any topic against all your product insights — every customer quote, pain point, business…
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Run a product initiative as a tracked journey — not a toolbox of one-shot answers. Persistent state across sessions: living PRD, evidence-typed hypotheses…
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End-to-end product discovery flow that produces a structured PRD
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Brief navigates your team and AI agents from vision to impact. Capture decisions, surface product context, and stop your agents building the wrong thing.
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Craft & ship products — discovery, specs, experiments, readouts, competitive strategy
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Product management skills for Claude Code. Gives Claude structured methodologies for discovery synthesis (JTBD, empathy mapping, journey mapping), user research design (interview…
What each says it does
AWS Bedrock Data Automation
Analyze documents, images, videos, and audio.
discovery
Full product discovery cycle — from problem to go/no-go decision (9 phases, 12 sub-agents)
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-serverdiscovery
No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.
Commands built only from what the marketplaces declare; the full set for every client is on each card.
Tools each declares
The marketplaces of discovery publish no list of tools, so we do not compare tools.
Settings each asks for
The marketplaces of discovery publish no settings it asks for, so we do not compare settings.
What it can do: AWS Bedrock Data Automation · What it can do: discovery · 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.