AWS Bedrock Data Automation vs ShadowGraph Market Intelligence
ShadowGraph Market Intelligence is no longer listed on any marketplace we read: these are its last known data, as of 2026‑10‑15.
AWS Bedrock Data Automation is an MCP server published by awslabs. Marketplaces we read that list it: 1 (Docker MCP Catalog). ShadowGraph Market Intelligence is an MCP server published by shadowgraph-live.floot.app. No marketplace we read lists it any more. As of our marketplace pass on 2026-10-21. 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): 1 817 Pulls (Docker Hub): 14 437 Stars (Docker Hub): 0 Stars (GitHub): 9 798 Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Removed on 2026-10-15 Version: 2.3.3 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 Bedrock Data Automation | ShadowGraph Market Intelligenceno longer listed · |
|---|---|---|
| Marketplaces that list it (differs) | 1 | 0 |
| Stars (GitHub) (differs) | 9 798 | No figure on GitHub |
| Pulls (Docker Hub) (differs) | 14 437 | No figure on Docker Hub |
| Forks (GitHub) (differs) | 1 817 | No figure on GitHub |
| Last release | Not published | Not published |
| Where it runs (differs) | On your machine (mcp/aws-bedrock-data-automation-mcp-server) | Remote server (shadowgraph-live.floot.app/_api/mcp) |
| Transport (differs) | stdio | Streamable HTTP |
| Tools it declares (differs) | 3 | Not published |
| Environment variables it asks for (differs) | 3, secrets among them: 0 | Not published |
| Licence (differs) | Apache-2.0 | Not stated |
| Repository (differs) | github.com/awslabs/mcp | Not stated |
| Changes in the last 7 days (differs) | 0 | 2 |
| First seen | 2026-10-11 | 2026-10-11 |
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 ShadowGraph Market Intelligence
Plugins still listed whose own names, descriptions, tools and skills are closest in meaning to it. Comparable, not endorsed.
-
Made-to-order data for AI agents: company intel, B2B contacts, scraping. Pay per call via x402.
-
Domain & brand intelligence: company enrichment, tech stack detection, brand research.
-
AI-native B2B sales research, ranking, and CRM enrichment.
-
French market intelligence: companies to approach at the right time, with dated, sourced facts.
-
Ground GTM agents in governed, cited company truth.
-
40+ competitive intel tools. Brand.dev, Coresignal, Keywords Everywhere, Exa, Firecrawl.
What each says it does
AWS Bedrock Data Automation
Analyze documents, images, videos, and audio.
ShadowGraph Market Intelligence
Global evidence-ranked relationship intelligence for AI agents via MPP.
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-serverShadowGraph Market Intelligence
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 ShadowGraph Market Intelligence publish no list of tools, so we do not compare tools.
Settings each asks for
The marketplaces of ShadowGraph Market Intelligence publish no settings it asks for, so we do not compare settings.
What it can do: AWS Bedrock Data Automation · What it can do: ShadowGraph Market Intelligence · 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.