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Compare Agents

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

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Data Analysis

Showing 2 agents in this category for fair comparison.

Market5
Trust8
Trend50
Votes50%
0
Watch
0
Votes
11
Views
Market12
Trust19
Trend50
Votes50%
0
Watch
0
Votes
41
Views
Market12
Trust19
Trend50
Votes50%
0
Watch
0
Votes
35
Views
Market12
Trust19
Trend50
Votes50%
0
Watch
0
Votes
38
Views

Side-by-Side Comparison

FeatureGitHub Code SearchNotebookLMClaude CodeAugment Code
Verification
Listed
Reviewed
Reviewed
Reviewed
Pricingfreefreemiumpaidpaid
Deploymentapiweb appapibrowser extension
Review LevelListedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score5121212
Trust Score8191919
Trend Score50505050
Watchers0000
Page Views11413538
Upvotes0000
CountryUSUSUS
Founded
Agent Typemcp_serverassistantcopilotcopilot
Model Stack
gemini-2.5-pro
gemini-2.5-flash
claude-opus-4.6
claude-sonnet-4.6
claude-opus-4.6
claude-sonnet-4.6
gpt-5
Docs
Open Source
Demo
Websitesmithery.ainotebooklm.google.comclaude.aiaugmentcode.com

Score Factor Breakdown

Factor (weight)GitHub Code SearchNotebookLMClaude CodeAugment Code
Trust Score (25%)
8%
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%)
30%
55%
55%
55%