spark-analysis vs dataverse
spark-analysis is a plugin bundle for AI coding tools published by AWS SageMaker Unified Studio. Marketplaces we read that list it: 1 (Community GitHub marketplaces). dataverse is a plugin bundle for AI coding tools published by microsoft. Marketplaces we read that list it: 2 (Copilot CLI: github/awesome-copilot, Copilot CLI: github/copilot-plugins). As of our marketplace pass on 2026-10-23. 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 |  dataverse | |
|---|---|---|
| Community marketplace aws-samples/aws-emr-utilities | Listed Version: 0.1.2 Forks (GitHub): 32 Stars (GitHub): 45 Not marked · First seen |
Not listed |
| Copilot CLI: github/awesome-copilot | Not listed | Listed Version: 1.16.1 Forks (GitHub): 64 Stars (GitHub): 247 Not marked · First seen |
| Copilot CLI: github/copilot-plugins | Not listed | Listed Version: not stated Forks (GitHub): 64 Stars (GitHub): 247 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 | spark-analysis | dataverse |
|---|---|---|
| Marketplaces that list it (differs) | 1 (worse) | 2 (better) |
| Stars (GitHub) (differs) | 45 (worse) | 247 (better) |
| Forks (GitHub) (differs) | 32 (worse) | 64 (better) |
| Last release (differs) | Not published | 2026-10-23 |
| Where it runs | Installs as a plugin bundle | Installs as a plugin bundle |
| Transport | Not stated | Not stated |
| Tools it declares | Not published | Not published |
| Environment variables it asks for | Not published | Not published |
| Parts of the bundle (differs) | 1 | Not published |
| Licence (differs) | Not stated | MIT |
| Repository (differs) | github.com/aws-samples/aws-emr-utilities | github.com/microsoft/dataverse-skills |
| Changes in the last 7 days (differs) | 0 | 3 |
| First seen (differs) | 2026-10-15 | 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
spark-analysis
AWS Spark Analysis plugin for Claude Code - troubleshoot Spark workloads on AWS Glue, EMR, and EMR Serverless
dataverse
Microsoft Dataverse plugin for coding agents, covering record CRUD, bulk data operations, advanced queries, schema and metadata, administration, security, environment management, and solution lifecycle through MCP, CLI, and SDK workflows.
How to run each
spark-analysis As a Claude Code plugin
/plugin marketplace add aws-samples/aws-emr-utilities
/plugin install spark-analysis@aws-emr-utilitiesdataverse
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
Neither one's marketplaces publish a list of tools, so there is nothing to compare.
Settings each asks for
Neither one's marketplaces publish the settings it asks for.
What it can do: spark-analysis · What it can do: dataverse · Compare two other plugins
Data comes from public marketplace files in GitHub repositories of their authors. Data comes from the public marketplace file https://github.com/github/awesome-copilot/blob/HEAD/.github/plugin/marketplace.json. Data comes from the public marketplace file https://github.com/github/copilot-plugins/blob/HEAD/.github/plugin/marketplace.json. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.