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Comparison · Collab
Memos vs Softr
A side-by-side editorial comparison of Memos and Softr — release velocity, themes, recent moves, and the top alternatives to consider.
Shared themes:collaborationmcp
Memos vs Softr: at a glance
What is Memos?
Memos adds collaborative Spaces without handing administrators the keys to everyone's notes.
Memos is a self-hosted memo archive that has spent three release candidates rebuilding its foundations rather than its surface. 0.27 embedded an MCP server in the instance, 0.30 flipped undeclared instances to private mode and regenerated that MCP surface from the OpenAPI schema, and 0.31.0-rc.1 now introduces first-class Spaces with ADMIN and USER memberships. The ownership model was rewritten alongside it: instance administrators are no longer implicit collaborators on other people's memos.
What is Softr?
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.
Memos vs Softr: editorial side-by-side
Memos
3.8COLLAB
Memos adds collaborative Spaces without handing administrators the keys to everyone's notes.
◆ Current state
Memos is a self-hosted memo archive that has spent three release candidates rebuilding its foundations rather than its surface. 0.27 embedded an MCP server in the instance, 0.30 flipped undeclared instances to private mode and regenerated that MCP surface from the OpenAPI schema, and 0.31.0-rc.1 now introduces first-class Spaces with ADMIN and USER memberships. The ownership model was rewritten alongside it: instance administrators are no longer implicit collaborators on other people's memos.
◆ Where it's heading
The direction runs from one person's notebook toward shared, agent-addressable infrastructure, and the order matters — access control and a stable API surface landed before multi-user sharing did. Each candidate has carried its breaking changes rather than deferring them: Shortcuts became Saved Views across the API, MCP tools and web routes, reactions lost content_id, S3 attachments stopped returning presigned URLs, and the Explore and per-user RSS feeds now return 404. Memos is willing to spend client compatibility to keep the data model coherent.
◆ Prediction
Expect 0.31 to reach a stable release with migration guidance for the Saved Views rename, and for Space scoping to extend next to the surfaces the notes say stay global — Archived, Inbox, profiles and Settings.
Softr
7.5COLLAB
Softr ships MCP and embedded agents, making no-code apps AI-orchestratable
◆ Current state
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.
◆ Where it's heading
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.
◆ Prediction
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.
Alternatives to Memos and Softr
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 Softr.
SiYuan
SiYuan is shipping eight 3.8.4 alphas in a week, adding AI agent DB control and mobile parity.
Nuclino
Nuclino ships its MCP server in January 2026, making the team knowledge base queryable by AI agents—a directional move toward AI-native knowledge management.
Wiki.js
Wiki.js 3.0 beta closes enterprise auth and SEO gaps at sprint pace
GitHub
GitHub Copilot adds adaptive model orchestration and self-resolving code review in a single week.
Asana
Asana embeds AI into Slack threads and closes the rich-text gap with Notion
Recent activity from Memos and Softr
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 5d agoSoftrWorkflow MCP
- 6d agoSoftrVibe code block MCP
- 7d agoSoftrA brand new way to build with Softr ⚡
- 14d agoMemosCollaborative Spaces, author-owned memos, and Saved Views ⚡
- 18d agoSoftrWorkspace teams
- 18d agoSoftrMeet Softr Agents ⚡
- 18d agoSoftr2FA for app users
- 1mo agoMemosEmbedded MCP endpoint, live SSE updates, and revocable share links ⚡
- 1mo agoMemosMemos Web Clipper and a redesigned memo detail rail
- 2mo agoMemosPrivate by default, CEL time filters, and a stateless MCP endpoint ⚡
- 5mo agoMemosMentions, voice recording, and Live Photo attachments
Frequently asked questions
What is the difference between Memos and Softr?
Both compete on the same themes — collaboration, mcp — within Collab. Softr is currently shipping more aggressively (velocity 7.5 vs 3.8), with 2 editorial sparks in the last 30 days against 1. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Memos better than Softr?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Softr is currently shipping more aggressively (velocity 7.5 vs 3.8), with 2 editorial sparks in the last 30 days against 1. For your specific use case, the alternatives sections above list other Collab products to evaluate alongside.
What are the best alternatives to Memos?
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.
What are the best alternatives to Softr?
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.