Directory
Compare Agents
All CategoriesCodeCoding AgentsMessageCircleChatbots🧠Language Models🔌MCP ServersLayersMultimodal AgentsSearchResearch AgentsServerDevOps & Infrastructure⛓️Blockchain & Web3 AgentsGitBranchWorkflow AutomationMessageSquareCustomer SupportBarChartData AnalysisMicVoice Agents
Add another agentDevOps & Infrastructure
Showing 12 agents in this category for fair comparison.
ServerIi Agent14ServerQwen3 4B10ServerQwen3 4B Instruct 250710ServerQwen3 0.6B10ServerQwen3 32B10ServerGpt Oss 120b10ServerOpt 125m10ServerGpt2 Large10ServerQwen2.5 0.5B10ServerQwen3 8B10ServerMeta Llama 3 8B Instruct10ServerLiquidAI: LFM2 24B A2B10
Maximum 5 agents per comparison.
Market8
Trust11
Trend52.1
Votes50%
0
Watch
0
Votes
18
Views
Market11
Trust18
Trend50.1
Votes50%
0
Watch
0
Votes
18
Views
Market12
Trust19
Trend50.1
Votes50%
0
Watch
0
Votes
32
Views
Market15
Trust29
Trend50.2
Votes50%
0
Watch
0
Votes
42
Views
Market12
Trust19
Trend49.1
Votes50%
0
Watch
0
Votes
21
Views
Side-by-Side Comparison
| Feature | GitHub | SingularityNET | Augment Code | GitHub Copilot | Tabnine |
|---|---|---|---|---|---|
| Verification | Listed | Reviewed | Reviewed | Reviewed | Reviewed |
| Pricing | free | usage based | paid | paid | freemium |
| Deployment | api | api | browser extension | browser extension | browser extension |
| Review Level | Listed | Reviewed | Reviewed | Reviewed | Reviewed |
| Ownership | unclaimed | unclaimed | unclaimed | unclaimed | unclaimed |
| Market Score | 8 | 11 | 12 | 15 | 12 |
| Trust Score | 11 | 18 | 19 | 29 | 19 |
| Trend Score | 52.1 | 50.1 | 50.1 | 50.2 | 49.1 |
| Watchers | 0 | 0 | 0 | 0 | 0 |
| Page Views | 18 | 18 | 32 | 42 | 21 |
| Upvotes | 0 | 0 | 0 | 0 | 0 |
| Country | — | Netherlands | US | US | IL |
| Founded | — | — | — | — | — |
| Agent Type | mcp_server | platform | copilot | copilot | copilot |
| Model Stack | AGIX ASI Alliance | claude-opus-4.6 claude-sonnet-4.6 gpt-5 | gpt-5 claude-sonnet-4.6 gemini-2.5-pro | tabnine-enterprise codellama-enterprise | |
| Docs | |||||
| Open Source | |||||
| Demo | |||||
| Website | smithery.ai | singularitynet.io | augmentcode.com | github.com | tabnine.com |
Score Factor Breakdown
| Factor (weight) | GitHub | SingularityNET | Augment Code | GitHub Copilot | Tabnine |
|---|---|---|---|---|---|
| Trust Score (25%) | 11% | 18% | 19% | 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%) | 50% | 55% | 55% | 55% | 55% |