Explore/framework/marginalia
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shenmintao/marginaliaActive

A library-science-inspired personal knowledge management system with LLM agents

frameworkPythonAGPL-3.0
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OverviewActivity52wAlternativesDocs
Stars232
Forks32
HF Downloads30d
Last commit4d ago
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Production readinessExperimentalGrowing but not yet battle-tested at scale.
Risk notesAGPL-3.0Verify license before production use.
AgentHub Score
65 / 100
Composite score from 6 signals. How we score →
Active project
65Score
Growth
83B+
Activity
90A
Documentation
50C
Maturity
71C+
Community
82B+
Production
58C
GitHub stars · 28 days observed232 not enough history
snapshots
Repository activity · 28 days observedReal snapshots from pushed_at
inactivepushed
2026-07-262026-08-24
Practical assessment
Should you use it?

✓ Best for

  • Multi-agent orchestration
  • Production agentic workflows
  • Stateful long-running tasks

◎ Strengths

  • Stable API
  • Active release cadence
  • Strong GitHub community

✕ Not ideal for

  • Simple single-step automation
  • Teams without Python/ML expertise

⚠ Watch-outs

  • Breaking changes between minor versions
  • Ecosystem lock-in if tightly coupled
Technical details
What's inside
LanguagePython
LicenseAGPL-3.0
Sourcegithub
Open source✗ No
Commercial use
Docs
Demo
Paper

AgentHub Score

65
Score 65/100
Above average

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