Trilium Notes
The TriliumNext fork spent its early betas making the app trustworthy to install
A side-by-side editorial comparison of Memos and AFFiNE — release velocity, themes, recent moves, and the top alternatives to consider.
Memos is turning a personal note store into an agent-addressable, private-by-default service
The release candidates in this window carry unusually heavy changes for a self-hosted note app: an embedded MCP endpoint exposing memo CRUD, comments, attachments and tags to AI clients; live updates over server-sent events; revocable share links; and a browser Web Clipper for saving pages and selections as Markdown. A parallel candidate makes instances without an explicit instance URL run in private mode and rewrites filters onto CEL timestamps.
AFFiNE's public feed is a canary drip — storage and sync plumbing, no product news.
AFFiNE publishes every canary and beta build, so the feed reads as a commit log rather than a release log, with the same change appearing twice under two tags. The substantive work in this window is server-side: configurable presigned upload URLs for S3 and Cloudflare R2 with a server-mediated proxy fallback, and document garbage collection that resumes accurately after a partial run. Client changes are small — mobile keyboard insets, macOS dock behaviour.
The release candidates in this window carry unusually heavy changes for a self-hosted note app: an embedded MCP endpoint exposing memo CRUD, comments, attachments and tags to AI clients; live updates over server-sent events; revocable share links; and a browser Web Clipper for saving pages and selections as Markdown. A parallel candidate makes instances without an explicit instance URL run in private mode and rewrites filters onto CEL timestamps.
Two directions are converging. One is machine access — MCP moved from a stateful server with prompts and resources to a stateless, tools-only endpoint generated from the OpenAPI schema, which is a deliberate narrowing toward something agents can call reliably. The other is defaults that assume the instance is private until an admin says otherwise. Together they reposition Memos from a personal web app to a small API-shaped service with a human UI on top.
Expect the MCP surface to stabilise against the OpenAPI schema as the source of truth and the private-by-default posture to carry into a general release, with clients that relied on prompts, resources or unprefixed tool names needing to migrate.
AFFiNE publishes every canary and beta build, so the feed reads as a commit log rather than a release log, with the same change appearing twice under two tags. The substantive work in this window is server-side: configurable presigned upload URLs for S3 and Cloudflare R2 with a server-mediated proxy fallback, and document garbage collection that resumes accurately after a partial run. Client changes are small — mobile keyboard insets, macOS dock behaviour.
This is infrastructure maintenance aimed at self-hosted operators rather than feature development. Both the blob and doc-GC changes target reliability at scale: uploads that survive awkward storage configurations, reconciliation that survives interruption. That is what a self-hostable workspace needs before it can be trusted with large document sets, and nothing in the window signals a new capability.
With storage and GC stabilizing, the next stable minor is where any product news would appear; the canary stream itself gives no indication of what that release contains.
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 Memos or AFFiNE.
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See all Memos alternatives → · See all AFFiNE alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
Both compete on the same themes — self-hosted — within Collab. Memos is currently shipping more aggressively (velocity 7.5 vs 6.3), 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. Memos is currently shipping more aggressively (velocity 7.5 vs 6.3), 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 Memos alternatives in Collab are ranked by recent ship velocity. Browse the "Memos alternatives" section above for the current picks, or visit /alternatives/memos for the full list with editorial commentary on each.
Top AFFiNE alternatives in Collab are ranked by recent ship velocity. Browse the "AFFiNE alternatives" section above for the current picks, or visit /alternatives/affine for the full list with editorial commentary on each.