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Start Over4/5 selected
GitHub8
GitHub Copilot15
NotebookLM12
Claude Code12

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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
Market15
Trust29
Trend34
Votes50%
0
Watch
0
Votes
50
Views
Market12
Trust19
Trend50
Votes50%
0
Watch
0
Votes
41
Views
Market12
Trust19
Trend50
Votes50%
0
Watch
0
Votes
35
Views

Side-by-Side Comparison

FeatureGitHubGitHub CopilotNotebookLMClaude Code
Verification
Listed
Reviewed
Reviewed
Reviewed
Pricingfreepaidfreemiumpaid
Deploymentapibrowser extensionweb appapi
Review LevelListedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score8151212
Trust Score11291919
Trend Score50345050
Watchers0000
Page Views19504135
Upvotes0000
CountryUSUSUS
Founded
Agent Typemcp_servercopilotassistantcopilot
Model Stack
gpt-5
claude-sonnet-4.6
gemini-2.5-pro
gemini-2.5-pro
gemini-2.5-flash
claude-opus-4.6
claude-sonnet-4.6
Docs
Open Source
Demo
Websitesmithery.aigithub.comnotebooklm.google.comclaude.ai

Score Factor Breakdown

Factor (weight)GitHubGitHub CopilotNotebookLMClaude Code
Trust Score (25%)
11%
29%
19%
19%
Watchers (20%)
0%
0%
0%
0%
Net Votes (20%)
0%
0%
0%
0%
Page Views (15%)
0%
1%
0%
0%
Verification (10%)
0%
25%
13%
13%
Completeness (10%)
50%
55%
55%
55%