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Start Over4/5 selected
GitHub8
NotebookLM12
Claude Code12
GitHub Copilot15

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Workflow Automation

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
Market15
Trust29
Trend50.3
Votes50%
0
Watch
0
Votes
44
Views

Side-by-Side Comparison

FeatureGitHubNotebookLMClaude CodeGitHub Copilot
Verification
Listed
Reviewed
Reviewed
Reviewed
Pricingfreefreemiumpaidpaid
Deploymentapiweb appapibrowser extension
Review LevelListedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score8121215
Trust Score11191929
Trend Score52.151.1550.1550.3
Watchers0000
Page Views18373244
Upvotes0000
CountryUSUSUS
Founded
Agent Typemcp_serverassistantcopilotcopilot
Model Stack
gemini-2.5-pro
gemini-2.5-flash
claude-opus-4.6
claude-sonnet-4.6
gpt-5
claude-sonnet-4.6
gemini-2.5-pro
Docs
Open Source
Demo
Websitesmithery.ainotebooklm.google.comclaude.aigithub.com

Score Factor Breakdown

Factor (weight)GitHubNotebookLMClaude CodeGitHub Copilot
Trust Score (25%)
11%
19%
19%
29%
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%
25%
Completeness (10%)
50%
55%
55%
55%