Midmap 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.
Midmap compared with ModelBrain RAG
| Detail | 
Midmap | 
ModelBrain RAG |
|---|
| What it does | An information board for working with your agent
| An HTTP document search API for your apps
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| Stage | Not given
| Not given
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| Founded | Not given
| Not given
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| Based in | Not given
| US
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| Pricing model | Paid
| Open source
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| Pricing | Not given
| Not given
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| Key features | - MCP connections to compatible AI agents
- Real-time review and accept/reject agent edits
- Automatic layout modes and infinite canvas navigation
- Local data storage on device
- Markdown support in descriptions
- Change tracking and recovery
| - 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 | - No built-in AI needed - connect your own agents via MCP with no additional cost
- Local-first design - all board data stays on your device
- Shared context beyond conversation - the board becomes the reference point for ongoing collaboration
- Full control over agent changes with real-time review
| - 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
| Not given
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| Open source | Not given
| Not given
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| Platforms | Not given
| Not given
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| Public API | Not given
| Not given
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| Community votes | 0 | 0 |
|---|
| DR (Domain Rating by Ahrefs) | 4 ▲ +2 (up) 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) | 11 | 27 |
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| Referring domains (Majestic) | 1 | 17 |
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4 details filled in for both companies.
More alternatives to Midmap More alternatives to ModelBrain RAG