toby/mirror-mcp

🪞✨ Looking at yourself

46
/ 100
Emerging

This tool helps AI model developers enhance the reasoning capabilities of their Large Language Models (LLMs). It allows an LLM to "ask itself" questions about its own thought process, inputting a question and receiving a self-generated reflection. The output helps the LLM validate its logic, detect errors, and improve its problem-solving abilities.

No commits in the last 6 months. Available on npm.

Use this if you are developing or managing LLMs and want to enable them to critically evaluate their own outputs and reasoning steps.

Not ideal if you are looking for a tool for human self-reflection or a general-purpose AI model that doesn't specifically need to introspect its own logic.

AI-model-development LLM-engineering AI-reasoning model-evaluation AI-debugging
Stale 6m
Maintenance 2 / 25
Adoption 5 / 25
Maturity 24 / 25
Community 15 / 25

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Stars

11

Forks

4

Language

TypeScript

License

MIT

Last pushed

Jul 28, 2025

Commits (30d)

0

Dependencies

1

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