astronomer-data-agents vs io.github.us-all/openmetadata
astronomer-data-agents is a plugin bundle for AI coding tools published by astronomer. Marketplaces we read that list it: 2 (Claude Code: claude-plugins-official, Claude Code: claude-plugins-community). io.github.us-all/openmetadata is an MCP server published by us-all. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-12. 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 |  astronomer-data-agents | |
|---|---|---|
| Claude Code: claude-plugins-official | Listed Version: 0.1.0 Forks (GitHub): 69 Stars (GitHub): 452 Not marked · First seen |
Not listed |
| Claude Code: claude-plugins-community | Listed Version: 0.1.0 Forks (GitHub): 69 Stars (GitHub): 452 Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Listed Version: 1.16.10 Forks (GitHub): 0 Stars (GitHub): 0 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 | astronomer-data-agents | io.github.us-all/openmetadata |
|---|---|---|
| Marketplaces that list it (differs) | 2 (better) | 1 (worse) |
| Stars (GitHub) (differs) | 452 (better) | 0 (worse) |
| Forks (GitHub) (differs) | 69 (better) | 0 (worse) |
| Last release | Not published | Not published |
| Where it runs (differs) | Installs as a plugin bundle | On your machine (@us-all/openmetadata-mcp) |
| Transport (differs) | Not stated | stdio |
| Tools it declares | Not published | Not published |
| Environment variables it asks for (differs) | Not published | 5, secrets among them: 1 |
| Hooks it runs (differs) | 2 | Not published |
| Parts of the bundle (differs) | 36 | Not a bundle |
| Licence | Not stated | Not stated |
| Repository (differs) | github.com/astronomer/agents | github.com/us-all/openmetadata-mcp-server |
| 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
astronomer-data-agents
Data engineering for Apache Airflow and Astronomer. Author DAGs with best practices, debug pipeline failures, trace data lineage, profile tables, migrate Airflow 2 to 3, and manage local and cloud deployments.
io.github.us-all/openmetadata
OpenMetadata MCP — metadata, lineage, search, data quality, OM 1.12+ Data Contracts
How to run each
astronomer-data-agents As a Claude Code plugin
/plugin install astronomer-data-agents@claude-plugins-officialio.github.us-all/openmetadata As a local MCP server: npm package
claude mcp add --env "OPENMETADATA_HOST=<YOUR_OPENMETADATA_HOST>" --env "OPENMETADATA_TOKEN=<YOUR_OPENMETADATA_TOKEN>" --transport stdio openmetadata -- npx -y @us-all/openmetadata-mcpRequires: OPENMETADATA_HOST, OPENMETADATA_TOKEN (secret)
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
The marketplaces of astronomer-data-agents publish no settings it asks for, so we do not compare settings.
What it can do: astronomer-data-agents · What it can do: io.github.us-all/openmetadata · Compare two other plugins
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/claude-plugins-community/blob/HEAD/.claude-plugin/marketplace.json. 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.