Kognite vs ModelBrain RAG
A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.
Kognite compared with ModelBrain RAG
| Detail | 
Kognite | 
ModelBrain RAG |
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| What it does | MCP-native memory layer for AI agents
| An HTTP document search API for your apps
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| Stage | Not given
| Not given
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| Founded | Not given
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| Based in | RO
| US
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| Pricing model | Freemium
| Open source
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| Pricing | Spark: Free (5,000 new memories/month, 100 searches/day). Builder: $19/mo (50,000 new memories/month, 1,000 searches/day). Studio: $79/mo (250,000 new memories/month, 5,000 searches/day). Scale: $249/mo (1,500,000 new memories/month, 20,000 searches/day). Enterprise: custom pricing with unlimited te
| Not given
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| Key features | - Knowledge Graph on every plan including free tier
- Hybrid semantic and full-text search with reranking
- 18 Typed MCP Tools across 8 AI agents and editors
- TypeScript and Python SDKs with full REST API
- Team collaboration with roles and permissions
- Row-level security isolation enforced by database
- Agent Skills for reusable agent behaviors
- Setup in 60 seconds with browser sign-in
| - Search passages that match a query with scores and file references
- Manage collections and add or remove documents over HTTP or web interface
- Share vaults and partitions for search-only access
- API keys with read, write or admin access levels
- Web interface for search and administration
- User account management with three access levels
- Full-text and vector search indexes
- Runs locally on 127.0.0.1 with no outgoing connections
- SHA-256 hashed API keys and scrypt hashed passwords
- Limit lists restrict collections and vaults per user or API key
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| What makes it different | - Graph memory included on free plan, competitors charge $249/mo for it
- First paid tier at $19/mo with 50,000 memories and 1,000 daily searches
| - Runs entirely locally on your computer with no outgoing connections
- Free and open source with MIT license
- Does not write answers or contain a language model
- Shared vaults and partitions are search-only and cannot be modified
- Integrates with any language model of your choice
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| Free plan | Not given
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| Open source | Not given
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| Platforms | Not given
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| Public API | Not given
| Not given
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 10 ● no change since last check | 1 ● no change since last check |
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| Trust Flow (Majestic) | 0 | 3 |
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| Citation Flow (Majestic) | 23 | 27 |
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| Referring domains (Majestic) | 23 | 17 |
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5 details filled in for both companies.
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