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Comparison · Collab

Linear vs SiYuan

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

Shared themes:mcp

Linear vs SiYuan: at a glance

FeatureLinearSiYuan
SectorCollab, PMCollab
Velocity score0.06.3
Sparks · 30d01
Top themesagents, mcp, issue-tracking, ai-codinglocal-first, knowledge-management, ai-agent, self-hosted
Last editorial update1mo ago6h ago
WebsiteVisit →Visit →

What is Linear?

Linear stopped being where work is described and became where it gets started.

Linear's recent output is dominated by one thread: an in-product agent. Linear Agent shipped, gained MCP so it can reach tools outside the workspace, and picked up intake from Intercom, Zendesk and Gong plus a deeplink handoff into external coding tools. Around it sits steady tracker work — team owners and permissions, multi-level sub-teams, time-in-status, advanced AND/OR filters, Releases, web forms for Asks, and a broad UI refresh.

Read the full Linear trajectory →

What is SiYuan?

SiYuan v3.8.4 beta cycle adds agent-controlled database fields, MiniMax image gen, and skill file management

SiYuan is deep in the v3.8.4 pre-release cycle, now at beta.4, shipping a dense stream of enhancements across each daily build. The defining theme of this release cycle is agent-control expansion: the AI can now configure database fields, manage skill files, stream Markdown previews, and use custom AI provider headers — moving SiYuan from a tool where AI assists with writing to one where AI can reshape the workspace structure itself. Mobile UX and PDF annotation improvements are running in parallel.

Read the full SiYuan trajectory →

Linear vs SiYuan: editorial side-by-side

Linear logo
Linear
COLLABPM
0.0

Linear stopped being where work is described and became where it gets started.

◆ Current state

Linear's recent output is dominated by one thread: an in-product agent. Linear Agent shipped, gained MCP so it can reach tools outside the workspace, and picked up intake from Intercom, Zendesk and Gong plus a deeplink handoff into external coding tools. Around it sits steady tracker work — team owners and permissions, multi-level sub-teams, time-in-status, advanced AND/OR filters, Releases, web forms for Asks, and a broad UI refresh.

◆ Where it's heading

The centre of gravity is moving from recording work to attempting it. Each release widens the agent's reach in a different direction: MCP for tools, support integrations for intake, deeplinks for handoff to coding agents. The conventional tracker features increasingly read as the substrate the agent operates on rather than the product itself.

◆ Prediction

Expect the next moves to deepen agent context and control rather than add tracker surface — more MCP-reachable actions, and permissions or review steps governing what the agent may do on its own.

S
SiYuan
COLLAB
6.3

SiYuan v3.8.4 beta cycle adds agent-controlled database fields, MiniMax image gen, and skill file management

◆ Current state

SiYuan is deep in the v3.8.4 pre-release cycle, now at beta.4, shipping a dense stream of enhancements across each daily build. The defining theme of this release cycle is agent-control expansion: the AI can now configure database fields, manage skill files, stream Markdown previews, and use custom AI provider headers — moving SiYuan from a tool where AI assists with writing to one where AI can reshape the workspace structure itself. Mobile UX and PDF annotation improvements are running in parallel.

◆ Where it's heading

SiYuan is building toward an agent-orchestrated personal knowledge base, where the AI layer can modify not just content but the organizational schema. The skill file management system suggests an emerging plugin-like architecture for agent behaviors. As multimodal generation (MiniMax image support) gets wired in, SiYuan's trajectory is toward a locally-run AI workspace that rivals cloud-based tools without the data-residency trade-off.

◆ Prediction

v3.8.4 stable will ship soon given the move to beta.4. The agentic features (database field configuration, skill management) will attract integrations from local-first AI workflow builders. Expect MiniMax and other provider integrations to expand in the next cycle.

Alternatives to Linear and SiYuan

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 Linear or SiYuan.

See all Linear alternatives → · See all SiYuan alternatives →

Recent activity from Linear and SiYuan

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

  1. 9h agoSiYuanSiYuan v3.8.4-beta.4: agent workspace control and MiniMax image generation
  2. 1d agoSiYuanSiYuan v3.8.4-beta.3: streaming agent preview and MCP SQL fix
  3. 1d agoSiYuanSiYuan v3.8.4-beta.2: Docker fonts, custom block search
  4. 2d agoSiYuanSiYuan v3.8.4-beta.1: pinnable documents, rich text tables, remote GUI
  5. 2d agoSiYuanSiYuan v3.8.4-alpha.9: Serbian language, fullscreen agent dock
  6. 3d agoSiYuanSiYuan v3.8.4-alpha.8: document pinning, sync improvements
  7. 3mo agoLinearCoding sessions in Linear
  8. 3mo agoLinearTeam documents
  9. 3mo agoLinearLinear Diffs
  10. 3mo agoLinearProject Slack channels
  11. 4mo agoLinearCode Intelligence
  12. 4mo agoLinearReleases

Frequently asked questions

What is the difference between Linear and SiYuan?

Both compete on the same themes — mcp — within Collab. SiYuan 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 Linear better than SiYuan?

Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. SiYuan 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 Collab products to evaluate alongside.

What are the best alternatives to Linear?

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

What are the best alternatives to SiYuan?

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