Explore/framework/mirascope
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Mirascope/mirascopeActive

Mirascope is a Python library that provides tools for building and managing LLM-based agents, focusing on modularity and extensibility.

frameworkPythonMIT
GitHubCompare
Refreshed 5h ago
OverviewActivity52wAlternativesDocs
Stars1.5k
Forks125
HF Downloads30d
Last commit2d ago
Refreshed5h ago
Project healthActiveLast commit 2d ago.
Production readinessExperimentalGrowing but not yet battle-tested at scale.
Risk notesMITVerify license before production use.
AgentHub Score
81 / 100
Composite score from 6 signals. How we score →
Active project
81Score
Growth
97A+
Activity
96A+
Documentation
70C+
Maturity
82B+
Community
95A+
Production
58C
GitHub stars · 35 days observed1.5k +0.26% / 30d
snapshots
Repository activity · 35 days observedReal snapshots from pushed_at
inactivepushed
2026-07-262026-08-31
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

81
Score 81/100
Top performer

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