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Showing 14 agents in this category for fair comparison.
MessageCircleAgentscope14MessageCircleCherry Studio14MessageCircleWechaty14MessageCirclePython Telegram Bot14MessageCircleBrowser Use13MessageCirclePydantic AI13MessageCircleLangchain13MessageCircleLangchain Core13MessageCircleVllm13MessageCircleCrewai Tools13MessageCircleCamel AI13MessageCircleLangchain Openai13MessageCircleKimi AI12MessageCircleERNIE Bot (Wenxin Yiyan)12
Market8
Trust11
Trend52.1
Votes50%
0
Watch
0
Votes
18
Views
Market15
Trust29
Trend50.25
Votes50%
0
Watch
0
Votes
43
Views
Market12
Trust19
Trend51.15
Votes50%
0
Watch
0
Votes
37
Views
Market12
Trust19
Trend50.1
Votes50%
0
Watch
0
Votes
32
Views
Side-by-Side Comparison
| Feature | GitHub | GitHub Copilot | NotebookLM | Augment Code |
|---|---|---|---|---|
| Verification | Listed | Reviewed | Reviewed | Reviewed |
| Pricing | free | paid | freemium | paid |
| Deployment | api | browser extension | web app | browser extension |
| Review Level | Listed | Reviewed | Reviewed | Reviewed |
| Ownership | unclaimed | unclaimed | unclaimed | unclaimed |
| Market Score | 8 | 15 | 12 | 12 |
| Trust Score | 11 | 29 | 19 | 19 |
| Trend Score | 52.1 | 50.25 | 51.15 | 50.1 |
| Watchers | 0 | 0 | 0 | 0 |
| Page Views | 18 | 43 | 37 | 32 |
| Upvotes | 0 | 0 | 0 | 0 |
| Country | — | US | US | US |
| Founded | — | — | — | — |
| Agent Type | mcp_server | copilot | assistant | copilot |
| Model Stack | gpt-5 claude-sonnet-4.6 gemini-2.5-pro | gemini-2.5-pro gemini-2.5-flash | claude-opus-4.6 claude-sonnet-4.6 gpt-5 | |
| Docs | ||||
| Open Source | ||||
| Demo | ||||
| Website | smithery.ai | github.com | notebooklm.google.com | augmentcode.com |
Score Factor Breakdown
| Factor (weight) | GitHub | GitHub Copilot | NotebookLM | Augment Code |
|---|---|---|---|---|
| Trust Score (25%) | 11% | 29% | 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% | 25% | 13% | 13% |
| Completeness (10%) | 50% | 55% | 55% | 55% |