AWS Bedrock Data Automation vs canoa
canoa is no longer listed on any marketplace we read: these are its last known data, as of 2026‑10‑16.
AWS Bedrock Data Automation is an MCP server published by awslabs. Marketplaces we read that list it: 1 (Docker MCP Catalog). canoa is a plugin bundle for AI coding tools published by ALPA. 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): 1 820 Pulls (Docker Hub): 14 443 Stars (Docker Hub): 0 Stars (GitHub): 9 803 Not marked · First seen |
Not listed |
| Community marketplace alpacalabsllc/canoa | Not listed | Removed on 2026-10-16 Version: 1.0.2 Forks (GitHub): 0 Stars (GitHub): 1 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 | canoano longer listed · |
|---|---|---|
| Marketplaces that list it (differs) | 1 | 0 |
| Stars (GitHub) (differs) | 9 803 | 1 |
| Pulls (Docker Hub) (differs) | 14 443 | No figure on Docker Hub |
| Forks (GitHub) (differs) | 1 820 | 0 |
| Last release | Not published | Not published |
| Where it runs (differs) | On your machine (mcp/aws-bedrock-data-automation-mcp-server) | Remote server (canoa-site.pages.dev/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 |
| Parts of the bundle (differs) | Not a bundle | 12 |
| Licence (differs) | Apache-2.0 | Proprietary |
| Repository (differs) | github.com/awslabs/mcp | github.com/alpacalabsllc/canoa |
| Changes in the last 7 days (differs) | 0 | 4 |
| First seen (differs) | 2026-10-11 | 2026-10-15 |
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 canoa
Plugins still listed whose own names, descriptions, tools and skills are closest in meaning to it. Comparable, not endorsed.
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free-blueprints io.github.agent-blueprint/free-blueprints
Free AI agent blueprints for procurement and onboarding. No signup, no API key.
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Complete construction AI toolkit — 47 skills covering project management, 22 building types, 14 trade divisions, safety, and live Procore data integration. Built for PMs…
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Connects AI assistants to QCDatabase.AI for everyday construction quality-control work.
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Cross-vendor B2B catalog for AI agents: search, compare, find equivalents, request a quote.
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estimations io.github.joshuaworth/estimations
AI-powered job cost estimator for skilled trades with material and labor breakdowns
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Commission a multi-model AI spec committee from your agent; get rubric-scored, build-ready specs.
What each says it does
AWS Bedrock Data Automation
Analyze documents, images, videos, and audio.
canoa
AI specifications manager for FF&E. Parse vendor URLs and dealer quotes into a verified catalog, spec configurable products, keep your master schedule in sync, and build clean spec books — all backed by manufacturer-cited line cards via the canoa.supply remote connector.
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-servercanoa
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 canoa publish no list of tools, so we do not compare tools.
Settings each asks for
The marketplaces of canoa publish no settings it asks for, so we do not compare settings.
What it can do: AWS Bedrock Data Automation · What it can do: canoa · 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.