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OpenMetadata vs Mage

A side-by-side editorial comparison of OpenMetadata and Mage — release velocity, themes, recent moves, and the top alternatives to consider.

OpenMetadata vs Mage: at a glance

FeatureOpenMetadataMage
SectorAnalyticsAnalytics
Velocity score6.30.0
Sparks · 30d10
Top themesdata-catalog, mcp, governance, knowledge-graphdata-pipelines, orchestration, cadence-decline, dependency-pinning
Last editorial update2h ago2h ago
WebsiteVisit →Visit →

What is OpenMetadata?

MCP servers became first-class governed assets in 1.13.0 — and 2.0 is now in release candidate.

OpenMetadata maintains two lines at once, 1.12.x and 1.13.x, and has just cut a 2.0.0 release candidate on top of them. The 1.13.0 feature release made MCP a first-class service category with service and server entities, execution logs, test-connection support, REST resources and UI pages, added usage analytics broken down by tool and user, and brought SAML SSO to MCP OAuth. Alongside it landed an RDF knowledge graph built on Apache Jena. Everything since has been maintenance on both lines, weighted heavily toward CVE patching.

Read the full OpenMetadata trajectory →

What is Mage?

Feature releases every two months in 2024; one bugfix release in the last twelve.

The release cadence has collapsed. Through 2024 Mage shipped roughly every two months with substantial features each time — memory management rework, dynamic blocks, new sources and destinations, Python 3.11 and 3.12 support. 2025 produced two releases. The most recent entry, 0.9.79 in January 2026, contains no feature section at all: it is dependency pinning, SQLAlchemy 2.0 compatibility, character escaping during code interpolation, and log file handle cleanup. Nothing has followed it in the six months since.

Read the full Mage trajectory →

OpenMetadata vs Mage: editorial side-by-side

O
OpenMetadata
ANALYTICS
6.3

MCP servers became first-class governed assets in 1.13.0 — and 2.0 is now in release candidate.

◆ Current state

OpenMetadata maintains two lines at once, 1.12.x and 1.13.x, and has just cut a 2.0.0 release candidate on top of them. The 1.13.0 feature release made MCP a first-class service category with service and server entities, execution logs, test-connection support, REST resources and UI pages, added usage analytics broken down by tool and user, and brought SAML SSO to MCP OAuth. Alongside it landed an RDF knowledge graph built on Apache Jena. Everything since has been maintenance on both lines, weighted heavily toward CVE patching.

◆ Where it's heading

The catalog is extending its governance model to cover AI tooling rather than just data assets — MCP servers get the same entity, connection-testing and usage-analytics treatment that databases and dashboards receive, and the RDF layer gives the metadata graph a standard query surface. Running underneath that is an unusually heavy security cadence: nearly every maintenance release in this window is a list of dependency CVEs across Jackson, Netty, Spring, log4j, handlebars, MLflow and PyArrow, patched in parallel on both maintained lines. The 2.0.0-rc1 tag suggests that dual-line burden is about to become a three-way one.

◆ Prediction

Expect 2.0.0 to move from rc1 through further release candidates while 1.13.x continues absorbing connector and governance fixes, and for CVE-driven patch releases to keep landing on both lines in near-lockstep.

M
Mage
ANALYTICS
0.0

Feature releases every two months in 2024; one bugfix release in the last twelve.

◆ Current state

The release cadence has collapsed. Through 2024 Mage shipped roughly every two months with substantial features each time — memory management rework, dynamic blocks, new sources and destinations, Python 3.11 and 3.12 support. 2025 produced two releases. The most recent entry, 0.9.79 in January 2026, contains no feature section at all: it is dependency pinning, SQLAlchemy 2.0 compatibility, character escaping during code interpolation, and log file handle cleanup. Nothing has followed it in the six months since.

◆ Where it's heading

The arc runs from expanding the product to keeping it compiling. The 2024 releases added capability — a canvas rework, multi-project support, streaming sinks, Kubernetes job parameters. The 2025 releases shifted toward integrations and CVE response, including a batch of path traversal fixes carrying assigned identifiers. The last release is entirely defensive, including vendoring croniter into the repository and locking scikit-learn to stop upstream changes from breaking builds. That is the profile of a codebase being kept viable rather than developed.

◆ Prediction

The entries give no basis for predicting the next release — a six-month gap after a dependency-only patch is the only signal available, and nothing here indicates whether the line is paused or finished.

Alternatives to OpenMetadata and Mage

Other Analytics products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either OpenMetadata or Mage.

See all OpenMetadata alternatives → · See all Mage alternatives →

Recent activity from OpenMetadata and Mage

Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.

  1. 1d agoOpenMetadataSnowflake foreign-key collisions and governance workflow fixes
  2. 2d agoOpenMetadata2.0.0 enters release candidate, dev and test only
  3. 2d agoOpenMetadataMCP tool enhancements, log4j CVE patch, reindexing fixes
  4. 2d agoOpenMetadataMLflow, PyArrow and server dependency CVE patches
  5. 22d agoOpenMetadataMCP becomes a first-class service category with usage analytics
  6. 25d agoOpenMetadataOpenSearch alias swap and reindex lock fixes
  7. 6mo agoMageDependency pinning and SQLAlchemy 2.0 compatibility fixes
  8. 11mo agoMagePath traversal CVE fixes and cancellation callbacks
  9. 1y agoMageTeradata, Doris and Airtable connectors, rotatable API tokens
  10. 1y agoMageAirtable destination and Python 3.11 and 3.12 support
  11. 1y agoMageGoogle Cloud Storage source and Airtable integration
  12. 1y agoMageMemory management rework and dynamic blocks 2.0

Frequently asked questions

What is the difference between OpenMetadata and Mage?

They serve adjacent needs but don't currently overlap on shipped themes. OpenMetadata is currently shipping more aggressively (velocity 6.3 vs 0.0), with 1 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.

Is OpenMetadata better than Mage?

Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. OpenMetadata is currently shipping more aggressively (velocity 6.3 vs 0.0), with 1 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Analytics products to evaluate alongside.

What are the best alternatives to OpenMetadata?

Top OpenMetadata alternatives in Analytics are ranked by recent ship velocity. Browse the "OpenMetadata alternatives" section above for the current picks, or visit /alternatives/openmetadata for the full list with editorial commentary on each.

What are the best alternatives to Mage?

Top Mage alternatives in Analytics are ranked by recent ship velocity. Browse the "Mage alternatives" section above for the current picks, or visit /alternatives/mage-ai for the full list with editorial commentary on each.