Mattermost
Mattermost v11.11 adds data spillage exposure tracking as v12.0 breaking changes loom
A side-by-side editorial comparison of Passbolt and Softr — release velocity, themes, recent moves, and the top alternatives to consider.
Passbolt keeps rebuilding the sharing dialog because that is where its access model leaks.
Three consecutive releases have gone into permission transparency. 5.14 introduced confirmation prompts before editing shared resources and surfaced group members in the access list; 5.14.3 corrected two behaviours it got wrong; 5.15 adds badges showing whether a permission is added, modified or deleted, and lets a deletion be rolled back before confirmation. 5.15 also moves sessions into the database with a PurgeSessions command and a healthcheck reporting the active provider, and closes three externally reported bypasses around personal-folder sharing and V5 tag promotion.
Softr ships MCP and embedded agents, making no-code apps AI-orchestratable
Softr has added two substantial capability layers in rapid succession: autonomous agents embedded directly into user apps (August 26), and full MCP integration that makes every platform surface controllable via Claude, ChatGPT, or any MCP-compatible client (September 6–8). Both ship on all plans with no additional AI credits required. The platform still centers on visual no-code building, but these moves position it as infrastructure for AI-driven workflows rather than a pure visual builder.
Three consecutive releases have gone into permission transparency. 5.14 introduced confirmation prompts before editing shared resources and surfaced group members in the access list; 5.14.3 corrected two behaviours it got wrong; 5.15 adds badges showing whether a permission is added, modified or deleted, and lets a deletion be rolled back before confirmation. 5.15 also moves sessions into the database with a PurgeSessions command and a healthcheck reporting the active provider, and closes three externally reported bypasses around personal-folder sharing and V5 tag promotion.
The product is treating accidental over-sharing as its primary risk, and the fix is repeated iteration on the moment of change rather than a new permission model. The company has said this is staged work — folder moves and richer preview dialogs are named as future extensions. In parallel the platform side is maturing for larger installs: database-backed sessions, edition switching in-app since 5.13, healthcheck coverage, SCIM administrator-deletion guards. Autofill has just started its own multi-release arc, with 5.15 explicitly the first step.
The next release should extend confirmation prompts to folder move operations, and the notes flag that the SSO egress guard will default to on. Autofill form classification is the other named thread, with a technical write-up promised after the following release.
Softr has added two substantial capability layers in rapid succession: autonomous agents embedded directly into user apps (August 26), and full MCP integration that makes every platform surface controllable via Claude, ChatGPT, or any MCP-compatible client (September 6–8). Both ship on all plans with no additional AI credits required. The platform still centers on visual no-code building, but these moves position it as infrastructure for AI-driven workflows rather than a pure visual builder.
Softr is converging on a model where apps built on its platform are simultaneously human-navigable and machine-orchestratable. The MCP rollout — announced as a multi-day series of drops — indicates they are treating AI interoperability as a primary product surface, not a feature add-on. The logical extension is multi-step agentic chains that span data sources and scheduled workflows, which their August agent launch already scaffolds.
Softr will likely expand scheduled agents into more complex multi-step automation chains, and extend MCP coverage to user-management and permission APIs. The remaining MCP drops telegraphed for the week of September 6 will reveal how far they are willing to expose internal platform primitives to external AI orchestration.
Other Collab 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 Passbolt or Softr.
Mattermost v11.11 adds data spillage exposure tracking as v12.0 breaking changes loom
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See all Passbolt alternatives → · See all Softr alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
They serve adjacent needs but don't currently overlap on shipped themes. Softr is currently shipping more aggressively (velocity 7.5 vs 5.0), with 2 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.
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Softr is currently shipping more aggressively (velocity 7.5 vs 5.0), with 2 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Collab products to evaluate alongside.
Top Passbolt alternatives in Collab are ranked by recent ship velocity. Browse the "Passbolt alternatives" section above for the current picks, or visit /alternatives/passbolt for the full list with editorial commentary on each.
Top Softr alternatives in Collab are ranked by recent ship velocity. Browse the "Softr alternatives" section above for the current picks, or visit /alternatives/softr for the full list with editorial commentary on each.