Help LLMs inspect reasoning and improve answers through recursive self-reflection.
Copy the install command and let the AI configure it · recommended for beginners
No copy-paste install info for "mirror-mcp" yet — see the docs or source repo.
Use the reflect tool to inspect the reasoning in the following answer, identify flaws, missing assumptions, and improvements, then provide a revised answer: {{answer}}A reflection report highlighting reasoning issues and a more robust revised answer.
For this complex question, first use the reflect tool for multi-round self-questioning, then provide a final conclusion based on the reflection and state any uncertainties: {{question}}A self-checked final response with clearer conclusions and explicit uncertainty notes.
Use the reflect tool to analyze whether this prompt has unclear goals, weak constraints, or ambiguities, and provide an improved version: {{prompt}}A diagnosis of prompt issues and an improved prompt that is clearer and more actionable.
Connect to the mcp API via MCP to extend AI tool capabilities.
Build, debug, and manage software tasks with natural language across LLMs.
Access multiple AI providers in one terminal for generation, search, and comparison.
Call tools like weather lookup via MCP with reusable resources and prompts.
Access research workflows, retrieval tools, and knowledge resources for faster analysis.
Route LLM requests across providers and orchestrate MCP tools with local privacy.