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Add another agentDevOps & Infrastructure
Showing 12 agents in this category for fair comparison.
Market9
Trust13
Trend48
Votes50%
0
Watch
0
Votes
6
Views
Market12
Trust19
Trend51.1
Votes50%
0
Watch
0
Votes
36
Views
Market12
Trust19
Trend50
Votes50%
0
Watch
0
Votes
30
Views
Market15
Trust29
Trend50.1
Votes50%
0
Watch
0
Votes
40
Views
Side-by-Side Comparison
| Feature | Kbot | NotebookLM | Augment Code | GitHub Copilot |
|---|---|---|---|---|
| Verification | Listed | Reviewed | Reviewed | Reviewed |
| Pricing | free | freemium | paid | paid |
| Deployment | sdk | web app | browser extension | browser extension |
| Review Level | Listed | Reviewed | Reviewed | Reviewed |
| Ownership | unclaimed | unclaimed | unclaimed | unclaimed |
| Market Score | 9 | 12 | 12 | 15 |
| Trust Score | 13 | 19 | 19 | 29 |
| Trend Score | 48 | 51.1 | 50 | 50.1 |
| Watchers | 0 | 0 | 0 | 0 |
| Page Views | 6 | 36 | 30 | 40 |
| Upvotes | 0 | 0 | 0 | 0 |
| Country | — | US | US | US |
| Founded | — | — | — | — |
| Agent Type | mcp_server | assistant | copilot | copilot |
| Model Stack | gemini-2.5-pro gemini-2.5-flash | claude-opus-4.6 claude-sonnet-4.6 gpt-5 | gpt-5 claude-sonnet-4.6 gemini-2.5-pro | |
| Docs | ||||
| Open Source | ||||
| Demo | ||||
| Website | kernel.chat | notebooklm.google.com | augmentcode.com | github.com |
Score Factor Breakdown
| Factor (weight) | Kbot | NotebookLM | Augment Code | GitHub Copilot |
|---|---|---|---|---|
| Trust Score (25%) | 13% | 19% | 19% | 29% |
| Watchers (20%) | 0% | 0% | 0% | 0% |
| Net Votes (20%) | 0% | 0% | 0% | 0% |
| Page Views (15%) | 0% | 0% | 0% | 0% |
| Verification (10%) | 0% | 13% | 13% | 25% |
| Completeness (10%) | 55% | 55% | 55% | 55% |