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GitHub8
Botpress15
Ollama15
Augment Code12

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DevOps & Infrastructure

Showing 13 agents in this category for fair comparison.

ServerIi Agent14ServerQwen3 32B10ServerGpt Oss 120b10ServerQwen3 4B10ServerOpt 125m10ServerQwen3 4B Instruct 250710ServerGpt2 Large10ServerQwen2.5 0.5B10ServerQwen3 0.6B10ServerQwen3 8B10ServerMeta Llama 3 8B Instruct10ServerLiquidAI: LFM2 24B A2B10ServerQwen2.5 32B Instruct10

GitHub

Market8
Trust11
Trend52
Votes50%
0
Watch
0
Votes
16
Views

Botpress

Market15
Trust24
Trend50
Votes50%
0
Watch
0
Votes
41
Views

Ollama

Market15
Trust24
Trend50.1
Votes50%
0
Watch
0
Votes
39
Views

Augment Code

Market12
Trust19
Trend50
Votes50%
0
Watch
0
Votes
30
Views

Side-by-Side Comparison

FeatureGitHubBotpressOllamaAugment Code
Verification
Listed
Reviewed
Reviewed
Reviewed
Pricingfreeopen sourceopen sourcepaid
Deploymentapiweb appdesktopbrowser extension
Review LevelListedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score8151512
Trust Score11242419
Trend Score525050.150
Watchers0000
Page Views16413930
Upvotes0000
Country—CAUSUS
Founded————
Agent Typemcp_serverplatformassistantcopilot
Model Stack
gpt-5
claude-sonnet-4.6
llama-4
llama-4
deepseek-v3
gemma-3
claude-opus-4.6
claude-sonnet-4.6
gpt-5
Docs
Open Source
Demo
Websitesmithery.aibotpress.comollama.comaugmentcode.com

Score Factor Breakdown

Factor (weight)GitHubBotpressOllamaAugment Code
Trust Score (25%)
11%
24%
24%
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%)
50%
80%
80%
55%
View GitHub →View Botpress →View Ollama →View Augment Code →