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Start Over4/5 selected
GitHub8
Python Telegram Bot14
Ollama15
Augment Code12

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Workflow Automation

Market8
Trust11
Trend52.05
Votes50%
0
Watch
0
Votes
17
Views
Market14
Trust19
Trend51.1
Votes50%
0
Watch
0
Votes
23
Views
Market15
Trust24
Trend50.15
Votes50%
0
Watch
0
Votes
40
Views
Market12
Trust19
Trend50.05
Votes50%
0
Watch
0
Votes
31
Views

Side-by-Side Comparison

FeatureGitHubPython Telegram BotOllamaAugment Code
Verification
Listed
Reviewed
Reviewed
Reviewed
Pricingfreefreeopen sourcepaid
Deploymentapisdkdesktopbrowser extension
Review LevelListedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score8141512
Trust Score11192419
Trend Score52.0551.150.1550.05
Watchers0000
Page Views17234031
Upvotes0000
CountryUSUS
Founded
Agent Typemcp_serverbotassistantcopilot
Model Stack
llama-4
deepseek-v3
gemma-3
claude-opus-4.6
claude-sonnet-4.6
gpt-5
Docs
Open Source
Demo
Websitesmithery.aipython-telegram-bot.orgollama.comaugmentcode.com

Score Factor Breakdown

Factor (weight)GitHubPython Telegram BotOllamaAugment Code
Trust Score (25%)
11%
19%
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%