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Open Source · Observability

Mirascope

The LLM Anti-Framework

Our verdict

Not reviewed yet

We have not reviewed Mirascope yet

No one at Enterprise DNA has checked this listing against its sources. The description comes from public listings gathered automatically. Any fact below shows where it came from and when it was last checked.

How we review records

From the listing

About Mirascope

Mirascope is a Python library that provides lightweight wrappers for LLM interactions with built-in observability. It avoids heavy abstractions, giving developers direct control over prompts and model calls while automatically capturing telemetry for monitoring and debugging.

Best for

Python developers who want observability without heavy abstractions for LLM apps

Use cases

  • Instrument LLM calls for tracing and performance monitoring
  • Build custom prompt pipelines without framework lock-in
  • Debug and optimize LLM applications with captured observability data

Notes

1,491 stars on GitHub. Last updated 2026-05-29. Licensed MIT.

Pros

  • Minimal overhead and no vendor lock-in due to its anti-framework design
  • Provides observability out of the box for monitoring LLM interactions
  • Large community with 1491 stars suggests active development

Cons

  • Python-only, limiting use to Python ecosystems
  • May require more manual setup for complex workflows compared to full frameworks
  • Documentation and examples may be less extensive than larger frameworks

Key facts

What we have checked

Latest version
2.8.2 (released 22 Oct 2026)
Checked GitHub
GitHub stars
1,528
Checked github api via nightly crawl, recovered from git history 20e874270887c1008f860ee0198e461a23c9e438

Each value shows when we last confirmed it and where it came from. Values we have not confirmed are left out, never guessed.

Stars and usage

How Mirascope is growing

GitHub stars

1,491 to 1,528

stars. 12 July 2026 to 26 Sept 2026, 2 readings.

Source: github api via nightly crawl, recovered from git history 20e874270887c1008f860ee0198e461a23c9e438. Checked .

Alternatives

Alternatives to Mirascope

RecordTypeHow we knowChecked
LiteLLMThis is an alternative to itOpen sourceNamed in the listingNot dated

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Sources

Where this comes from

  • GitHubOfficial

    Checked · Latest version

  • github api via nightly crawl, recovered from git history 20e874270887c1008f860ee0198e461a23c9e438Registry

    Checked · GitHub stars

A source shows what was published when we checked it. It does not certify security, performance or a working installation. Read our method.

Changelog

What changed

  1. Released 2.8.2

    Source: GitHub

  2. Released 2.8.1

    Source: GitHub

  3. Released 2.8.0

    Source: GitHub

  4. Released 2.7.0

    Source: GitHub

  5. Released 2.6.0

    Source: GitHub

  6. Released 2.5.0

    Source: GitHub

  7. Released 2.4.0

    Source: GitHub

  8. Released 2.3.0

    Source: GitHub

  9. Released 2.2.2

    Source: GitHub

  10. Released 2.2.1

    Source: GitHub

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