Mirror MCP is a Model Context Protocol (MCP) server that provides a 'reflect' tool to enable large language models (LLMs) to perform self-reflection and introspection. By allowing LLMs to recursively question their own reasoning and analyze their outputs, Mirror MCP facilitates error detection, metacognitive awareness, and confidence calibration. This tool is ideal for developers and AI researchers seeking to enhance the reasoning robustness and self-assessment abilities of their AI models by integrating a standardized, open-source reflection mechanism.
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Comprehensive guide on how to install, configure, and use Mirror MCP.
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