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Augment Code12
GitHub Code Search5
NotebookLM12
Ollama15

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DevOps & Infrastructure

Showing 11 agents in this category for fair comparison.

ServerIi Agent14ServerQwen3 4B Instruct 250710ServerQwen3 0.6B10ServerQwen3 4B10ServerQwen3 32B10ServerGpt Oss 120b10ServerOpt 125m10ServerGpt2 Large10ServerQwen2.5 0.5B10ServerQwen3 8B10ServerMeta Llama 3 8B Instruct10

Augment Code

Market12
Trust19
Trend50.4
Votes50%
0
Watch
0
Votes
38
Views

GitHub Code Search

Market5
Trust8
Trend48.25
Votes50%
0
Watch
0
Votes
11
Views

NotebookLM

Market12
Trust19
Trend51.35
Votes50%
0
Watch
0
Votes
41
Views

Ollama

Market15
Trust24
Trend50.45
Votes50%
0
Watch
0
Votes
46
Views

Side-by-Side Comparison

FeatureAugment CodeGitHub Code SearchNotebookLMOllama
Verification
Reviewed
Listed
Reviewed
Reviewed
Pricingpaidfreefreemiumopen source
Deploymentbrowser extensionapiweb appdesktop
Review LevelReviewedListedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score1251215
Trust Score1981924
Trend Score50.448.2551.3550.45
Watchers0000
Page Views38114146
Upvotes0000
CountryUS—USUS
Founded————
Agent Typecopilotmcp_serverassistantassistant
Model Stack
claude-opus-4.6
claude-sonnet-4.6
gpt-5
gemini-2.5-pro
gemini-2.5-flash
llama-4
deepseek-v3
gemma-3
Docs
Open Source
Demo
Websiteaugmentcode.comsmithery.ainotebooklm.google.comollama.com

Score Factor Breakdown

Factor (weight)Augment CodeGitHub Code SearchNotebookLMOllama
Trust Score (25%)
19%
8%
19%
24%
Watchers (20%)
0%
0%
0%
0%
Net Votes (20%)
0%
0%
0%
0%
Page Views (15%)
0%
0%
0%
0%
Verification (10%)
13%
0%
13%
13%
Completeness (10%)
55%
30%
55%
80%
View Augment Code →View GitHub Code Search →View NotebookLM →View Ollama →