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GitHub8
Gemma 315
Claude Code12
GitHub Copilot15

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DevOps & Infrastructure

Showing 11 agents in this category for fair comparison.

ServerIi Agent14ServerQwen3 32B10ServerGpt Oss 120b10ServerQwen3 4B10ServerLiquidAI: LFM2 24B A2B10ServerQwen2.5 32B Instruct10ServerOpt 125m10ServerQwen3 4B Instruct 250710ServerGpt2 Large10ServerQwen2.5 0.5B Instruct10ServerGpt210

GitHub

Market8
Trust11
Trend52
Votes50%
0
Watch
0
Votes
16
Views

Gemma 3

Market15
Trust24
Trend51
Votes50%
0
Watch
0
Votes
46
Views

Claude Code

Market12
Trust19
Trend50
Votes50%
0
Watch
0
Votes
29
Views

GitHub Copilot

Market15
Trust29
Trend50.05
Votes50%
0
Watch
0
Votes
39
Views

Side-by-Side Comparison

FeatureGitHubGemma 3Claude CodeGitHub Copilot
Verification
Listed
Reviewed
Reviewed
Reviewed
Pricingfreeopen sourcepaidpaid
Deploymentapiapiapibrowser extension
Review LevelListedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score8151215
Trust Score11241929
Trend Score52515050.05
Watchers0000
Page Views16462939
Upvotes0000
Country—USUSUS
Founded————
Agent Typemcp_servermodelcopilotcopilot
Model Stack
gemma-3-27b
gemma-3-9b
gemma-3-2b
claude-opus-4.6
claude-sonnet-4.6
gpt-5
claude-sonnet-4.6
gemini-2.5-pro
Docs
Open Source
Demo
Websitesmithery.aiai.google.devclaude.aigithub.com

Score Factor Breakdown

Factor (weight)GitHubGemma 3Claude CodeGitHub Copilot
Trust Score (25%)
11%
24%
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%
80%
55%
55%
View GitHub →View Gemma 3 →View Claude Code →View GitHub Copilot →