Nucleus
Nucleus: A source-grounded knowledge layer with per-claim verification and MCP connections. Ranked #29 of 36 in AI Knowledge Base Software by our editors (6.4/10); pricing: Pricing on request; best for teams prioritizing claim-level verification.
At a glance
- Editor score6.4 / 10
- PricingPricing on request
- Best forTeams prioritizing claim-level verification
- AI answer modeBoth
- Facts checked24 Sep 2026

Where it wins
- Checks individual claims against source documents with attribution
- Combines semantic and keyword search with a knowledge graph
- Connects AI tools through OAuth 2.0 MCP connectors and a REST API
Where it doesn't
- Pricing requires contacting sales for commercial tiers
- A broad ingestion and integration setup may exceed simpler knowledge-base needs
- Support is limited to email
Our verdict on Nucleus
Nucleus is an AI knowledge infrastructure platform for teams that need AI answers tied back to source material. It ingests PDFs, Gmail, Google Drive and web URLs, then makes that content available through search and conversational chat. The standout fit is for teams prioritizing claim-level verification: Nucleus checks claims against sources and provides attribution, rather than presenting grounded chat alone. Small, mid-market and enterprise teams are listed as fits, though teams seeking a simple static knowledge base may find its wider infrastructure scope unnecessary.
The product combines hybrid semantic and keyword search with a knowledge graph that extracts entities and relationships. That offers two ways to navigate ingested information: retrieve relevant content and connect concepts across it. Role-based workspace permissions, document version tracking and audit trails address access and change history. Nucleus also connects with Google Drive, Gmail, Slack, Notion, PostHog and Linear, alongside ChatGPT, Claude, Gemini, Cursor and MCP-compatible tools. The mix suits teams working across documents and AI applications; evaluating permission boundaries and connector needs should be part of deciding whether it fits.
Nucleus is available as a cloud product with web and API access. MCP connectors use OAuth 2.0, while the REST API covers verification, search and document management. The vendor presents it as beta and free to start, but commercial tiers are described in the terms and enterprise inquiries go through sales; according to the vendor's pricing information, there are no published paid-plan amounts. GDPR and two-factor authentication are listed, and support is by email. Choose Nucleus if claim verification and connected knowledge access are central requirements. Teams that need clear published plan pricing or a narrower, straightforward knowledge repository should consider alternatives.
Your product? Our editors can test Nucleus in depth and publish a review, labelled as paid · from $149/mo →
Nucleus pricing
Nucleus fact sheet
| Free plan | Not verified |
|---|---|
| Paid from | Not verified |
| AI answer mode | Both |
| Source connectors | Not verified |
| Permission controls | Role_based |
| Content sync | Not verified |
| Supported content | Documents_apps_and_web |
| Included users | Not verified |
| Deployment | Cloud |
| Platforms | Web |
| Compliance & security | GDPR, 2FA |
| Support | |
| Built for | Small business, Mid-market, Enterprise (editorial estimate) |
| Integrations | 11 integrations: ChatGPT, Claude, Gemini, Cursor, Google Drive, Gmail … |
| Pricing | Pricing on request |
| Website | nucleus.ae |
| Facts checked | 24 Sep 2026 |
Nucleus integrations
Nucleus lists 11 integrations on its own site.
- ChatGPT
- Claude
- Gemini
- Cursor
- Google Drive
- Gmail
- Slack
- Notion
- PostHog
- Linear
- MCP-compatible tools
Alternatives to Nucleus
- Stack InternalA governed AI knowledge base for teams that need trusted answers across workplace tools.9.3
- NuclinoFlexible collaborative knowledge software with a useful free plan and broad platform support.9.1
- GitBookA strong fit for teams that need documentation workflows, Git sync, and publishing.9.0
See all Nucleus alternatives →
Used Nucleus? Be the first to review it
The editor score above is our own research. What this page doesn't have yet is a reader's view — what you used Nucleus for, what worked and what didn't. No stars are seeded and no review is paid for; an editor reads every one before it appears.
Write a reviewTwo minutes · verified accounts only · read by an editor before it appears
Featured on iTechGuides
Nucleus is listed in our AI Knowledge Base Software directory. Add the badge to your site — it links back to this page.
<a href="https://www.itechguides.com/products/nucleus-ai-knowledge-base/"><img src="https://www.itechguides.com/best/badge/nucleus-ai-knowledge-base.svg" alt="Featured on iTechGuides" width="230" height="46"></a>
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.
Last updated · How we research and update



