AWS Bedrock AgentCore vs datarobot-agent-skills
AWS Bedrock AgentCore is an MCP server published by awslabs. Marketplaces we read that list it: 1 (Docker MCP Catalog). datarobot-agent-skills is a plugin bundle for AI coding tools published by datarobot-oss. Marketplaces we read that list it: 3 (Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Community GitHub marketplaces). 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
| Marketplace |  AWS Bedrock AgentCore |  datarobot-agent-skills |
|---|---|---|
| Docker MCP Catalog | Listed Version: sha256:df610a7a056f Forks (GitHub): 1 827 Pulls (Docker Hub): 20 368 Stars (Docker Hub): 0 Stars (GitHub): 9 830 Not marked · First seen |
Not listed |
| Claude Code: claude-plugins-official | Not listed | Listed Version: 1.22.0 Forks (GitHub): 26 Stars (GitHub): 32 Not marked · First seen |
| Claude: knowledge-work-plugins | Not listed | Listed Version: 1.22.0 Forks (GitHub): 26 Stars (GitHub): 32 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 AgentCore | datarobot-agent-skills |
|---|---|---|
| Marketplaces that list it (differs) | 1 (worse) | 3 (better) |
| Stars (GitHub) (differs) | 9 830 (better) | 32 (worse) |
| Pulls (Docker Hub) (differs) | 20 368 | No figure on Docker Hub |
| Forks (GitHub) (differs) | 1 827 (better) | 26 (worse) |
| Last release (differs) | Not published | 2026-10-23 |
| Where it runs (differs) | On your machine (mcp/amazon-bedrock-agentcore-mcp-server) | Installs as a plugin bundle |
| Transport (differs) | stdio | Not stated |
| Tools it declares (differs) | 122 | Not published |
| Environment variables it asks for | Not published | Not published |
| Parts of the bundle (differs) | Not a bundle | 17 |
| Licence (differs) | Apache-2.0 | Not stated |
| Repository (differs) | github.com/awslabs/mcp | github.com/datarobot-oss/datarobot-agent-skills |
| Changes in the last 7 days (differs) | 0 | 5 |
| First seen | 2026-10-11 | 2026-10-11 |
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 AgentCore
Documentation on AgentCore platform services.
datarobot-agent-skills
DataRobot skills for AI/ML workflows — model training, deployment, predictions, feature engineering, monitoring, explainability, data preparation, App Framework CI/CD, and external agent monitoring.
How to run each
AWS Bedrock AgentCore As a local MCP server: Docker image
claude mcp add --transport stdio amazon-bedrock-agentcore -- docker run -i --rm mcp/amazon-bedrock-agentcore-mcp-serverdatarobot-agent-skills As a Claude Code plugin
/plugin install datarobot-agent-skills@claude-plugins-officialCommands built only from what the marketplaces declare; the full set for every client is on each card.
Tools each declares
The marketplaces of datarobot-agent-skills publish no list of tools, so we do not compare tools.
Settings each asks for
Neither one's marketplaces publish the settings it asks for.
What it can do: AWS Bedrock AgentCore · What it can do: datarobot-agent-skills · Compare two other plugins
Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-official/blob/HEAD/.claude-plugin/marketplace.json. Data comes from the public marketplace file https://github.com/anthropics/knowledge-work-plugins/blob/HEAD/.claude-plugin/marketplace.json. 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.