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Compare Agents

Start Over4/5 selected
GitHub Code Search5
Augment Code12
GitHub Copilot15
NotebookLM12

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Data Analysis

Showing 2 agents in this category for fair comparison.

Market5
Trust8
Trend48
Votes50%
0
Watch
0
Votes
6
Views
Market12
Trust19
Trend50
Votes50%
0
Watch
0
Votes
30
Views
Market15
Trust29
Trend50.05
Votes50%
0
Watch
0
Votes
39
Views
Market12
Trust19
Trend51.1
Votes50%
0
Watch
0
Votes
36
Views

Side-by-Side Comparison

FeatureGitHub Code SearchAugment CodeGitHub CopilotNotebookLM
Verification
Listed
Reviewed
Reviewed
Reviewed
Pricingfreepaidpaidfreemium
Deploymentapibrowser extensionbrowser extensionweb app
Review LevelListedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score5121512
Trust Score8192919
Trend Score485050.0551.1
Watchers0000
Page Views6303936
Upvotes0000
CountryUSUSUS
Founded
Agent Typemcp_servercopilotcopilotassistant
Model Stack
claude-opus-4.6
claude-sonnet-4.6
gpt-5
gpt-5
claude-sonnet-4.6
gemini-2.5-pro
gemini-2.5-pro
gemini-2.5-flash
Docs
Open Source
Demo
Websitesmithery.aiaugmentcode.comgithub.comnotebooklm.google.com

Score Factor Breakdown

Factor (weight)GitHub Code SearchAugment CodeGitHub CopilotNotebookLM
Trust Score (25%)
8%
19%
29%
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%
25%
13%
Completeness (10%)
30%
55%
55%
55%