AWS Data Processing vs data-agent-kit-starter-pack
AWS Data Processing is an MCP server published by awslabs. Marketplaces we read that list it: 1 (Docker MCP Catalog). data-agent-kit-starter-pack is a plugin bundle for AI coding tools published by gemini-cli-extensions. Marketplaces we read that list it: 1 (Claude Code: claude-plugins-community). As of our marketplace pass on 2026-10-13. 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 Data Processing |  data-agent-kit-starter-pack |
|---|---|---|
| Docker MCP Catalog | Listed Version: sha256:8dc85c2f47b4 Forks (GitHub): 1 805 Pulls (Docker Hub): 31 051 Stars (Docker Hub): 0 Stars (GitHub): 9 773 Not marked · First seen |
Not listed |
| Claude Code: claude-plugins-community | Not listed | Listed Version: 0.8.0 Forks (GitHub): 69 Stars (GitHub): 219 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 Data Processing | data-agent-kit-starter-pack |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | 9 773 (better) | 219 (worse) |
| Pulls (Docker Hub) (differs) | 31 051 | No figure on Docker Hub |
| Forks (GitHub) (differs) | 1 805 (better) | 69 (worse) |
| Last release | Not published | Not published |
| Where it runs (differs) | On your machine (mcp/aws-dataprocessing-mcp-server) | Installs as a plugin bundle |
| Transport (differs) | stdio | Not stated |
| Tools it declares (differs) | 32 | Not published |
| Environment variables it asks for (differs) | 2, secrets among them: 0 | Not published |
| Hooks it runs (differs) | Not published | 1 |
| Parts of the bundle (differs) | Not a bundle | 27 |
| Licence (differs) | Apache-2.0 | Not stated |
| Repository (differs) | github.com/awslabs/mcp | github.com/gemini-cli-extensions/data-agent-kit-starter-pack |
| Changes in the last 7 days | 0 | 0 |
| 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 Data Processing
Data processing and transformation services.
data-agent-kit-starter-pack
This plugin provides a specialized suite of skills for data engineers and database practitioners working on Google Cloud. It acts as an expert assistant, allowing you to use natural language prompts in your preferred coding agent to architect complex data pipelines, transform data with dbt, write Spark and BigQuery SQL notebooks, and orchestrate end-to-end workflows across GCP's data ecosystem.
How to run each
AWS Data Processing As a local MCP server: Docker image
claude mcp add --transport stdio aws-dataprocessing -- docker run -i --rm mcp/aws-dataprocessing-mcp-serverdata-agent-kit-starter-pack As a Claude Code plugin
/plugin marketplace add anthropics/claude-plugins-community
/plugin install data-agent-kit-starter-pack@claude-communityCommands built only from what the marketplaces declare; the full set for every client is on each card.
Tools each declares
The marketplaces of data-agent-kit-starter-pack publish no list of tools, so we do not compare tools.
Settings each asks for
The marketplaces of data-agent-kit-starter-pack publish no settings it asks for, so we do not compare settings.
What it can do: AWS Data Processing · What it can do: data-agent-kit-starter-pack · 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-community/blob/HEAD/.claude-plugin/marketplace.json. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.