Directory
Compare Agents
Start Over4/5 selected
All CategoriesCodeCoding AgentsMessageCircleChatbots🧠Language Models🔌MCP ServersLayersMultimodal AgentsSearchResearch AgentsServerDevOps & Infrastructure⛓️Blockchain & Web3 AgentsGitBranchWorkflow AutomationMessageSquareCustomer SupportBarChartData AnalysisMicVoice Agents
Add another agentDevOps & Infrastructure
Showing 11 agents in this category for fair comparison.
Market9
Trust13
Trend48.1
Votes50%
0
Watch
0
Votes
8
Views
Market15
Trust24
Trend50.2
Votes50%
0
Watch
0
Votes
48
Views
Market15
Trust24
Trend50.25
Votes50%
0
Watch
0
Votes
44
Views
Market12
Trust19
Trend50.2
Votes50%
0
Watch
0
Votes
34
Views
Side-by-Side Comparison
| Feature | Kbot | HuggingChat | Continue.dev | Augment Code |
|---|---|---|---|---|
| Verification | Listed | Reviewed | Reviewed | Reviewed |
| Pricing | free | free | open source | paid |
| Deployment | sdk | web app | browser extension | browser extension |
| Review Level | Listed | Reviewed | Reviewed | Reviewed |
| Ownership | unclaimed | unclaimed | unclaimed | unclaimed |
| Market Score | 9 | 15 | 15 | 12 |
| Trust Score | 13 | 24 | 24 | 19 |
| Trend Score | 48.1 | 50.2 | 50.25 | 50.2 |
| Watchers | 0 | 0 | 0 | 0 |
| Page Views | 8 | 48 | 44 | 34 |
| Upvotes | 0 | 0 | 0 | 0 |
| Country | — | US | US | US |
| Founded | — | — | — | — |
| Agent Type | mcp_server | assistant | copilot | copilot |
| Model Stack | llama-4 deepseek-v3 mistral-large-3 | claude-sonnet-4.6 gpt-5 llama-4 | claude-opus-4.6 claude-sonnet-4.6 gpt-5 | |
| Docs | ||||
| Open Source | ||||
| Demo | ||||
| Website | kernel.chat | huggingface.co | continue.dev | augmentcode.com |
Score Factor Breakdown
| Factor (weight) | Kbot | HuggingChat | Continue.dev | Augment Code |
|---|---|---|---|---|
| Trust Score (25%) | 13% | 24% | 24% | 19% |
| 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% | 13% |
| Completeness (10%) | 55% | 80% | 80% | 55% |