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Start Over4/5 selected
GitHub8
Augment Code12
NotebookLM12
GitHub Copilot15

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Data Analysis

Showing 2 agents in this category for fair comparison.

Market8
Trust11
Trend52.1
Votes50%
0
Watch
0
Votes
18
Views
Market12
Trust19
Trend50.2
Votes50%
0
Watch
0
Votes
34
Views
Market12
Trust19
Trend51.15
Votes50%
0
Watch
0
Votes
37
Views
Market15
Trust29
Trend50.3
Votes50%
0
Watch
0
Votes
44
Views

Side-by-Side Comparison

FeatureGitHubAugment CodeNotebookLMGitHub Copilot
Verification
Listed
Reviewed
Reviewed
Reviewed
Pricingfreepaidfreemiumpaid
Deploymentapibrowser extensionweb appbrowser extension
Review LevelListedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score8121215
Trust Score11191929
Trend Score52.150.251.1550.3
Watchers0000
Page Views18343744
Upvotes0000
CountryUSUSUS
Founded
Agent Typemcp_servercopilotassistantcopilot
Model Stack
claude-opus-4.6
claude-sonnet-4.6
gpt-5
gemini-2.5-pro
gemini-2.5-flash
gpt-5
claude-sonnet-4.6
gemini-2.5-pro
Docs
Open Source
Demo
Websitesmithery.aiaugmentcode.comnotebooklm.google.comgithub.com

Score Factor Breakdown

Factor (weight)GitHubAugment CodeNotebookLMGitHub 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%