Aident Loadout 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.
Aident Loadout compared with ModelBrain RAG
| Detail | 
Aident Loadout | 
ModelBrain RAG |
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| What it does | Give any AI agent real capabilities in seconds
| 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 | Not given
| US
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| Pricing model | Freemium
| Open source
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| Pricing | Pay-as-you-go: $0/month with top-up USD balance. Pro: $9.90/month with $5.00 monthly balance addition. Team: $59/month with $29.00 monthly shared credits, up to 4 people, additional seats $10.00 each.
| Not given
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| Key features | - Connect 400+ apps and services in one dashboard
- 27,000+ actions available across apps
- 400+ expert-built skills for common workflows
- Reuse authenticated apps across multiple AI agents
- Complete audit trail of all agent actions
- Secure credential storage in Vault
- Support for multiple AI agents and MCP-compatible clients
- One unified balance instead of multiple subscriptions
- Custom app connections via API
- Private skills upload for Pro and Team plans
| - 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 | - One reusable setup across all supported AI agents and platforms
- Single balance for multiple premium services instead of separate subscriptions
- Complete visibility into all agent actions with full audit trail
- Secure credential management with OAuth and Vault integration
| - 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) | 31 ● no change since last check | 1 ● no change since last check |
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| Trust Flow (Majestic) | 7 | 3 |
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| Citation Flow (Majestic) | 32 | 27 |
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| Referring domains (Majestic) | 464 | 17 |
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4 details filled in for both companies.
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