AgentShelf vs StellarFirm
A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.
AgentShelf compared with StellarFirm
| Detail | 
AgentShelf | 
StellarFirm |
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| What it does | AI operations platform for building, deploying, and governing specialized business agents without code
| AI Agents that take on the work, from plan to finished result
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| Stage | Not given
| Not given
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| Founded | Not given
| Not given
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| Based in | US
| GR
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| Pricing model | Not given
| Not given
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| Pricing | Not given
| Alpha is free with free credits for new accounts. Credit packs available: 1,000 credits, 5,000 credits, 20,000 credits. Plans coming soon.
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| Key features | - No-code agent builder
- Approved context and tools
- Usage and cost governance
- Website, workspace, and API deployment
- Shared workflow library
- AI Front Desk for websites
- Public and private workspace boundaries
| - Approval system for all outputs before publishing
- Cloud-based workspace accessible from browser
- Desktop application for Mac and Windows
- Slack integration for assistant communication
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| What makes it different | - Complete workspace keeps agent instructions, context, tools, and controls together instead of scattered across platforms
- Cost governance before AI spend becomes uncontrolled operating expense
- Reusable agent patterns and workflows avoid rebuilding for every use case
- Separates agent builders from operators so teams can create and control independently
- Non-developers can build and manage agents without technical expertise
| - Human approval required for all outputs that publish or spend money
- Agents hand work to each other automatically
- Agents work continuously even when you sleep
- Choice of cloud hosting or local machine execution
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 17 ▲ +1 (up) since last check | 29 ▲ +1 (up) since last check |
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| Trust Flow (Majestic) | 2 | 5 |
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| Citation Flow (Majestic) | 21 | 38 |
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| Referring domains (Majestic) | 20 | 12 |
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4 details filled in for both companies.
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