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Skedda Companion can now be pushed to every laptop through MDM for full presence data.
A side-by-side editorial comparison of Joplin and Twake Drive — release velocity, themes, recent moves, and the top alternatives to consider.
Joplin 3.7 ships AI chat, semantic search, and MCP integration — all off by default, all controllable by the user.
Joplin 3.7 is the product's first real AI release: an in-app chat panel for querying the currently open note, semantic (meaning-based) search across notebooks, and an MCP server that lets external AI assistants connect to Joplin's note graph. The implementation is privacy-first by design — AI is disabled by default, local models (Ollama, LM Studio) are explicitly supported, and cloud AI services only receive the specific note content relevant to a request rather than the full notebook. A companion documentation post published September 14 lays out the privacy model explicitly.
Twake Drive 1.108 beta adds nested sharing, an AI writing assistant and Twake Space embedding.
Twake Drive ships beta releases every few weeks. The 1.108.0 beta is its largest in months: folders can be shared inside shared folders, invitations are accepted in-app, the move dialog is rebuilt on the file picker, and connected apps can restrict selection by folder, type, size or count. It also adds an optional AI assistant for documents and presentations, OnlyOffice PDF opening, and the ability to run inside Twake Space.
Joplin 3.7 is the product's first real AI release: an in-app chat panel for querying the currently open note, semantic (meaning-based) search across notebooks, and an MCP server that lets external AI assistants connect to Joplin's note graph. The implementation is privacy-first by design — AI is disabled by default, local models (Ollama, LM Studio) are explicitly supported, and cloud AI services only receive the specific note content relevant to a request rather than the full notebook. A companion documentation post published September 14 lays out the privacy model explicitly.
Joplin is repositioning from a sync-agnostic note-taking app into an AI-native knowledge base, differentiated by opt-in, local-first controls. The HMD Terra M preload partnership and the warrant canary point to a deliberate push toward privacy-conscious enterprise and professional users who distrust cloud-first tools. The MCP integration is particularly strategic: it makes Joplin's note graph accessible to external orchestration pipelines without locking into any particular AI provider.
The next major release will likely expand AI chat to multi-note context — currently limited to the open note — and add more configurable MCP tools. The HTR (handwritten text recognition) project from the 2024 French government partnership is also likely to appear in a near-term release.
Twake Drive ships beta releases every few weeks. The 1.108.0 beta is its largest in months: folders can be shared inside shared folders, invitations are accepted in-app, the move dialog is rebuilt on the file picker, and connected apps can restrict selection by folder, type, size or count. It also adds an optional AI assistant for documents and presentations, OnlyOffice PDF opening, and the ability to run inside Twake Space.
The file picker work of the summer is now paying off inside Drive itself (the move dialog) and for connected apps. With Twake Space embedding and an AI assistant behind flags, Drive is becoming one component of a broader workspace suite rather than a standalone file app.
Expect 1.108 patch betas to fix layout and sharing details, then further Twake Space integration; the AI assistant is likely to widen from writing help once it is enabled more broadly.
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 Joplin or Twake Drive.
Skedda Companion can now be pushed to every laptop through MDM for full presence data.
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See all Joplin alternatives → · See all Twake Drive alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
They serve adjacent needs but don't currently overlap on shipped themes. Joplin is currently shipping more aggressively (velocity 6.3 vs 5.0), with 0 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. Joplin is currently shipping more aggressively (velocity 6.3 vs 5.0), with 0 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 Joplin alternatives in Collab are ranked by recent ship velocity. Browse the "Joplin alternatives" section above for the current picks, or visit /alternatives/joplin for the full list with editorial commentary on each.
Top Twake Drive alternatives in Collab are ranked by recent ship velocity. Browse the "Twake Drive alternatives" section above for the current picks, or visit /alternatives/twake-drive for the full list with editorial commentary on each.