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 agentWorkflow Automation
Showing 6 agents in this category for fair comparison.
Market8
Trust11
Trend52.1
Votes50%
0
Watch
0
Votes
18
Views
Market12
Trust19
Trend51.15
Votes50%
0
Watch
0
Votes
37
Views
Market12
Trust19
Trend50.15
Votes50%
0
Watch
0
Votes
32
Views
Market12
Trust19
Trend50.2
Votes50%
0
Watch
0
Votes
34
Views
Side-by-Side Comparison
| Feature | GitHub | NotebookLM | Claude Code | Augment Code |
|---|---|---|---|---|
| Verification | Listed | Reviewed | Reviewed | Reviewed |
| Pricing | free | freemium | paid | paid |
| Deployment | api | web app | api | browser extension |
| Review Level | Listed | Reviewed | Reviewed | Reviewed |
| Ownership | unclaimed | unclaimed | unclaimed | unclaimed |
| Market Score | 8 | 12 | 12 | 12 |
| Trust Score | 11 | 19 | 19 | 19 |
| Trend Score | 52.1 | 51.15 | 50.15 | 50.2 |
| Watchers | 0 | 0 | 0 | 0 |
| Page Views | 18 | 37 | 32 | 34 |
| 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 | claude-opus-4.6 claude-sonnet-4.6 gpt-5 | |
| Docs | ||||
| Open Source | ||||
| Demo | ||||
| Website | smithery.ai | notebooklm.google.com | claude.ai | augmentcode.com |
Score Factor Breakdown
| Factor (weight) | GitHub | NotebookLM | Claude Code | Augment Code |
|---|---|---|---|---|
| Trust Score (25%) | 11% | 19% | 19% | 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%) | 50% | 55% | 55% | 55% |