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Add another agentDevOps & Infrastructure
Showing 12 agents in this category for fair comparison.
ServerIi Agent14ServerQwen3 4B10ServerQwen3 0.6B10ServerQwen3 4B Instruct 250710ServerQwen3 32B10ServerGpt Oss 120b10ServerOpt 125m10ServerGpt2 Large10ServerQwen2.5 0.5B10ServerQwen3 8B10ServerMeta Llama 3 8B Instruct10ServerLiquidAI: LFM2 24B A2B10
Maximum 5 agents per comparison.
Market5
Trust8
Trend48
Votes50%
0
Watch
0
Votes
6
Views
Market12
Trust19
Trend51.1
Votes50%
0
Watch
0
Votes
36
Views
Market15
Trust24
Trend50.15
Votes50%
0
Watch
0
Votes
40
Views
Market15
Trust29
Trend50.1
Votes50%
0
Watch
0
Votes
40
Views
Market12
Trust19
Trend50.05
Votes50%
0
Watch
0
Votes
31
Views
Side-by-Side Comparison
| Feature | GitHub Code Search | NotebookLM | Ollama | GitHub Copilot | Augment Code |
|---|---|---|---|---|---|
| Verification | Listed | Reviewed | Reviewed | Reviewed | Reviewed |
| Pricing | free | freemium | open source | paid | paid |
| Deployment | api | web app | desktop | browser extension | browser extension |
| Review Level | Listed | Reviewed | Reviewed | Reviewed | Reviewed |
| Ownership | unclaimed | unclaimed | unclaimed | unclaimed | unclaimed |
| Market Score | 5 | 12 | 15 | 15 | 12 |
| Trust Score | 8 | 19 | 24 | 29 | 19 |
| Trend Score | 48 | 51.1 | 50.15 | 50.1 | 50.05 |
| Watchers | 0 | 0 | 0 | 0 | 0 |
| Page Views | 6 | 36 | 40 | 40 | 31 |
| Upvotes | 0 | 0 | 0 | 0 | 0 |
| Country | — | US | US | US | US |
| Founded | — | — | — | — | — |
| Agent Type | mcp_server | assistant | assistant | copilot | copilot |
| Model Stack | gemini-2.5-pro gemini-2.5-flash | llama-4 deepseek-v3 gemma-3 | gpt-5 claude-sonnet-4.6 gemini-2.5-pro | claude-opus-4.6 claude-sonnet-4.6 gpt-5 | |
| Docs | |||||
| Open Source | |||||
| Demo | |||||
| Website | smithery.ai | notebooklm.google.com | ollama.com | github.com | augmentcode.com |
Score Factor Breakdown
| Factor (weight) | GitHub Code Search | NotebookLM | Ollama | GitHub Copilot | Augment Code |
|---|---|---|---|---|---|
| Trust Score (25%) | 8% | 19% | 24% | 29% | 19% |
| Watchers (20%) | 0% | 0% | 0% | 0% | 0% |
| Net Votes (20%) | 0% | 0% | 0% | 0% | 0% |
| Page Views (15%) | 0% | 0% | 0% | 0% | 0% |
| Verification (10%) | 0% | 13% | 13% | 25% | 13% |
| Completeness (10%) | 30% | 55% | 80% | 55% | 55% |