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Start Over4/5 selected
GitHub8
Claude Code12
Augment Code12
NotebookLM12

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Data Analysis

Showing 2 agents in this category for fair comparison.

Market8
Trust11
Trend50
Votes50%
0
Watch
0
Votes
19
Views
Market12
Trust19
Trend50
Votes50%
0
Watch
0
Votes
35
Views
Market12
Trust19
Trend50
Votes50%
0
Watch
0
Votes
38
Views
Market12
Trust19
Trend50
Votes50%
0
Watch
0
Votes
41
Views

Side-by-Side Comparison

FeatureGitHubClaude CodeAugment CodeNotebookLM
Verification
Listed
Reviewed
Reviewed
Reviewed
Pricingfreepaidpaidfreemium
Deploymentapiapibrowser extensionweb app
Review LevelListedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score8121212
Trust Score11191919
Trend Score50505050
Watchers0000
Page Views19353841
Upvotes0000
CountryUSUSUS
Founded
Agent Typemcp_servercopilotcopilotassistant
Model Stack
claude-opus-4.6
claude-sonnet-4.6
claude-opus-4.6
claude-sonnet-4.6
gpt-5
gemini-2.5-pro
gemini-2.5-flash
Docs
Open Source
Demo
Websitesmithery.aiclaude.aiaugmentcode.comnotebooklm.google.com

Score Factor Breakdown

Factor (weight)GitHubClaude CodeAugment CodeNotebookLM
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%