Mirror

概要

Mirror empowers AI models to "look at themselves" by providing a unique reflection mechanism. As an MCP server, it offers a `reflect` tool that allows LLMs to pose questions to themselves and receive computed answers through the Model Context Protocol's robust sampling capabilities. This creates a powerful feedback loop, fostering self-analysis, enhancing reasoning validation, enabling iterative problem-solving, and improving metacognitive awareness within AI systems.

主な機能

• Supports custom system and user prompts for self-direction
• 1 GitHub stars
• Self-Reflection Tool for LLMs
• MCP Sampling Integration for responses
• npm Installable and lightweight
• Configurable reflection parameters

ユースケース

• Error detection in LLM reasoning
• Confidence calibration for AI model outputs
• Iterative improvement of LLM solutions
• Metacognitive awareness development in AI