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Mirascope/mirascopeActive

The LLM Anti-Framework

frameworkPythonMIT
GitHubCompare
Refreshed 4d ago
OverviewActivity52wAlternativesDocs
Stars1.5k
Forks117
HF Downloads30d
Last commit6d ago
Refreshed4d ago
Project healthActiveLast commit 6d ago.
Production readinessExperimentalGrowing but not yet battle-tested at scale.
Risk notesMITVerify license before production use.
AgentHub Score
79 / 100
Composite score from 6 signals. How we score →
Active project
79Score
Growth
97A+
Activity
90A
Documentation
50C
Maturity
82B+
Community
95A+
Production
58C
GitHub stars · 90 days1.5k +12.7%
30d90d1y
latest release
Commit activity · 52 weeksActive contributor activity
LowHigh
JunSepDecMarNow
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
LicenseMIT
Sourcegithub
Open source✗ No
Commercial use
Docs
Demo
Paper

AgentHub Score

79
Score 79/100
Above average

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