Holistics
Holistics is weaving AI governance and proactive alerting into its analytics semantic layer.
Comparison · Analytics
Fulcrum vs OpenMetadata
A side-by-side editorial comparison of Fulcrum and OpenMetadata — release velocity, themes, recent moves, and the top alternatives to consider.
Shared themes:mcp
Fulcrum vs OpenMetadata: at a glance
| Feature | Fulcrum | OpenMetadata |
|---|---|---|
| Sector | Analytics | Analytics |
| Velocity score | 6.3 | 6.3 |
| Sparks · 30d | 1 | 1 |
| Top themes | field-data-collection, mcp, ai-toolkit, mobile | data-catalog, data-quality, metadata, observability |
| Last editorial update | 4h ago | 10d ago |
| Website | — | Visit → |
What is Fulcrum?
Fulcrum launches MCP + AI Toolkit in Labs, giving AI assistants the ability to build and query Fulcrum forms directly.
Fulcrum is shipping AI capabilities on two fronts: Photo FastFill (AI extraction of field data from photos, in early access) on mobile, and the new MCP + AI Toolkit Labs release that gives AI assistants like Claude and GitHub Copilot direct access to form building, choice lists, webhooks, and live data querying. The product is also in a steady mobile stabilization cycle with frequent iOS and Android point releases fixing map rendering, record loading, and photo handling.
What is OpenMetadata?
OpenMetadata 2.0.0 ships Dynamic Sampling by default and a full Data Quality overhaul.
OpenMetadata has shipped its 2.0.0 GA alongside continued 1.13.x maintenance. The headline change in 2.0.0 is defaulting to Dynamic Sampling in the Profiler — 100% table scans are out, which meaningfully reduces compute cost on large tables. Cardinality metrics are no longer collected by default. MCP is now a first-class service entity with OAuth, SAML SSO, and usage analytics. The 1.13.x branch remains active for teams not yet migrating.
Fulcrum vs OpenMetadata: editorial side-by-side
Fulcrum
6.3ANALYTICS
Fulcrum launches MCP + AI Toolkit in Labs, giving AI assistants the ability to build and query Fulcrum forms directly.
◆ Current state
Fulcrum is shipping AI capabilities on two fronts: Photo FastFill (AI extraction of field data from photos, in early access) on mobile, and the new MCP + AI Toolkit Labs release that gives AI assistants like Claude and GitHub Copilot direct access to form building, choice lists, webhooks, and live data querying. The product is also in a steady mobile stabilization cycle with frequent iOS and Android point releases fixing map rendering, record loading, and photo handling.
◆ Where it's heading
The MCP + AI Toolkit is the most directionally significant move Fulcrum has made. Field data collection has been a slow-to-automate market — forms are typically built manually by GIS or ops teams, inspections filled out in the field. By building an MCP server that lets AI assistants create and manage forms against Fulcrum's best practices, Fulcrum is betting that AI-assisted form and workflow configuration will become the dominant adoption path. The Toolkit layer — which teaches the AI Fulcrum idioms before it acts — is a differentiated choice over raw API access.
◆ Prediction
Photo FastFill will likely exit early access and become generally available. MCP tool coverage will expand to record creation and workflow automation. Expect the Labs label to drop once the MCP tools stabilize.
OpenMetadata
6.3ANALYTICS
OpenMetadata 2.0.0 ships Dynamic Sampling by default and a full Data Quality overhaul.
◆ Current state
OpenMetadata has shipped its 2.0.0 GA alongside continued 1.13.x maintenance. The headline change in 2.0.0 is defaulting to Dynamic Sampling in the Profiler — 100% table scans are out, which meaningfully reduces compute cost on large tables. Cardinality metrics are no longer collected by default. MCP is now a first-class service entity with OAuth, SAML SSO, and usage analytics. The 1.13.x branch remains active for teams not yet migrating.
◆ Where it's heading
OpenMetadata 2.0.0 shifts the platform toward cost-aware data quality by default — this is a philosophical change, not just a feature: the assumption is no longer that you scan everything. MCP as a first-class service category signals intent to be the metadata and observability layer for AI pipelines, not just traditional BI/warehouse workflows.
◆ Prediction
Post-2.0.0 development will focus on the MCP service layer and AI pipeline observability. Expect deeper integration between the Profiler's Dynamic Sampling and cost estimation, and broader MCP adapter coverage. The 1.13.x branch will likely enter long-term-support status within one or two more maintenance releases.
Alternatives to Fulcrum and OpenMetadata
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 Fulcrum or OpenMetadata.
Keboola
Keboola's Kai AI assistant hits GA, completing the pivot from data platform to AI-native pipeline orchestration layer.
Omni
Omni's Apps reach general availability, completing its embedded analytics platform pitch.
Lightdash
Lightdash ships AI-generated custom chart types — describe what you want, get a reusable chart type for your whole project.
OpenCTI
OpenCTI ships FIPS-validated base images and a new vulnerability data model, targeting enterprise and government deployments.
Clicky
Clicky ships meaningful bot-blocking improvements but ships infrequently—four entries over five months with no new analytical features.
See all Fulcrum alternatives → · See all OpenMetadata alternatives →
Recent activity from Fulcrum and OpenMetadata
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 13h agoFulcrumNew! Fulcrum MCP & AI Toolkit (Labs) ⚡
- 3d agoFulcrumiOS Release - 2609.0.1
- 4d agoFulcrumWeb Release Notes (Sep 3 - Sep 9, 2026)
- 4d agoFulcrumAndroid Release - 2609.0.1
- 6d agoFulcrumiOS Release - 2609.0.0
- 6d agoFulcrumAndroid Release - 2609.0.0
- 12d agoOpenMetadataOpenMetadata 1.13.5: Connector and Security Maintenance
- 13d agoOpenMetadataOpenMetadata 2.0.1: Post-GA Maintenance
- 22d agoOpenMetadata2.0.0-release ⚡
- 22d agoOpenMetadataOpenMetadata 1.13.4: Connector and Security Maintenance
- 1mo agoOpenMetadataOpenMetadata 2.0.0 RC2 (Dev/Test Only)
- 1mo agoOpenMetadataOpenMetadata 1.13.3: Governance and Connector Fixes
Frequently asked questions
What is the difference between Fulcrum and OpenMetadata?
Both compete on the same themes — mcp — within Analytics. Fulcrum and OpenMetadata are shipping at a similar cadence (velocity 6.3 vs 6.3, both within Sparkpulse's "active" band). See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Fulcrum better than OpenMetadata?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Fulcrum and OpenMetadata are shipping at a similar cadence (velocity 6.3 vs 6.3, both within Sparkpulse's "active" band). For your specific use case, the alternatives sections above list other Analytics products to evaluate alongside.
What are the best alternatives to Fulcrum?
Top Fulcrum alternatives in Analytics are ranked by recent ship velocity. Browse the "Fulcrum alternatives" section above for the current picks, or visit /alternatives/fulcrum for the full list with editorial commentary on each.
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.