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mirascope

Mirascope/mirascope

The LLM Anti-Framework

GitHub Website

GraphCanon updated Sep 20, 2026 · GitHub synced Sep 20, 2026

39views this month

1.5k stars127 forksLast push Sep 13, 2026 Python MIT

Decision brief

Mirascope, known as the LLM Anti-Framework, is a Python-based toolset for developers working with large language models, offering an alternative to traditional frameworks.

Good fit when

When you seek a non-traditional approach to developing with large language models and prefer a toolset that diverges from conventional frameworks.
If your project requires flexibility and you are looking for a tool that does not impose a rigid structure, Mirascope can be a suitable choice.

Avoid when

Avoid using Mirascope if you require a comprehensive, all-inclusive framework that dictates a specific development workflow.
Do not use Mirascope if you are working in an environment where adherence to a standard framework is necessary for consistency and compatibility with existing systems.

Pricing:: freemium - The tool is free to use and modify due to its MIT License, but advanced features or support might incur costs.
Requirements:: Min 4 GB RAM; Installation requires Python and can be done via the command 'uv add "mirascope[all]"'.

Observed Sep 18, 2026 · Source: enrich:decision_facts

mirascope alternatives Trust report

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Maintenance and security

Full trust report

Maintenance: Very active (4d since push); As of Sep 18, 2026
Provenance: Not a fork · Organization account; As of Sep 18, 2026
Security (OSV): No lockfile; As of Sep 18, 2026

Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.

Install

pip install mirascope

PyPI

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Evidence and technical details

Sourced facts, taxonomy, compatibility claims, README excerpt, and machine-readable endpoints.

Overview

A toolset for developers working with large language models, offering an alternative framework approach.

Capability facts

MCP server: No MCP server detected
Source: repo_scan · Sep 18, 2026
Languages: python, javascript
Source: github.language+package.json · Sep 18, 2026

README

Quick Start Install Mirascope: License This project is licensed under the MIT License.

For agents

This page has a .md twin and JSON over the API.

/tools/mirascope-mirascope.md GET /api/graphcanon/tools/mirascope-mirascope GET /api/graphcanon/graph?tool=mirascope-mirascope