Documents and notes decision
Nuclino
A small team can build a useful subset (docs, search, views, export) in about a week and self-host it, but reproducing Nuclino’s AI Sidekick, enterprise SSO/audit features, polished apps, and managed hosting would be costly and time-consuming.
Visit website↗Open-source builds that already do this
Every project below is open source and already does this job today. Fork one, self-host it, or take the parts you need — the build prompt further down assumes an empty file, and this is the shortcut past that. Licences differ; check the one on each card before you ship.
What a replacement has to do
- Create, edit, organize, and search collaborative documents and simple boards; publish/export content.
What it still won’t have
- Sidekick (AI) features: "Sidekick (AI)" (AI assistant, image generation, drafts, summaries)
- Enterprise features: "SAML single sign-on (SSO)", "Audit log", "Advanced security controls"
- Unlimited version history and team insights
- Official desktop and mobile apps and managed hosting
- Integrations and App ecosystem
What remains hard
- Product polish and ongoing maintenance
First-year cost
Keep paying
Paying is—cheaper in year one.
On cash alone, building overtakes the subscription at 4 seats.
Money you would actually spend
Time you would spend
—
What you would spend
What we assumed
The verdict above measures whether you could build it. This one is only about money.
Runnable build prompt
Build a self-hosted minimal Nuclino-like knowledge app using: Next.js (React) frontend, Node.js + Express API, Postgres for storage, and Algolia or Postgres full-text for search. Implement: markdown WYSIWYG editor with versioned CRUD, user auth and three roles (admin/member/guest), workspaces and item linking/backlinks, list/board/table views, simple graph view (client-side using stored links), export-to-static-HTML publishing, and a REST API to push/pull items. Out of scope: real-time operational transforms, AI assistant/model hosting, SAML SSO, desktop/mobile native apps. Include error handling (validation, auth checks, storage failures), basic automated tests (unit for API, integration for critical flows), and Docker-based deployment scripts for one VPS.
How we checked
How the score was reached
- Partly verdict base52
- An open-source build was found+5
- 5 cited sources+3
- 3/3 assessment runs agreed+4
- Evidence score64
The base comes from the verdict. Everything under it is a check that either happened or did not, and each one is a fact frozen in this record rather than a judgement made at render time — so the same evidence always produces the same number.
How scoring works →Cited sources · 5
Every page the run actually retrieved.
- official productNuclino (homepage)
- official pricingNuclino Pricing
- official productNuclino Product
- open sourcechaitin/PandaWiki
- open sourcephachon/mm-wiki
Integrity checks
What held up, and what did not.
