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Compare Agents

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

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Data Analysis

Showing 2 agents in this category for fair comparison.

Market5
Trust8
Trend48.25
Votes50%
0
Watch
0
Votes
11
Views
Market12
Trust19
Trend51.35
Votes50%
0
Watch
0
Votes
41
Views
Market12
Trust19
Trend50.4
Votes50%
0
Watch
0
Votes
38
Views
Market12
Trust19
Trend50.3
Votes50%
0
Watch
0
Votes
35
Views

Side-by-Side Comparison

FeatureGitHub Code SearchNotebookLMAugment CodeClaude Code
Verification
Listed
Reviewed
Reviewed
Reviewed
Pricingfreefreemiumpaidpaid
Deploymentapiweb appbrowser extensionapi
Review LevelListedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score5121212
Trust Score8191919
Trend Score48.2551.3550.450.3
Watchers0000
Page Views11413835
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-opus-4.6
claude-sonnet-4.6
Docs
Open Source
Demo
Websitesmithery.ainotebooklm.google.comaugmentcode.comclaude.ai

Score Factor Breakdown

Factor (weight)GitHub Code SearchNotebookLMAugment CodeClaude 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%