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by 199-mcp • Uncategorized
A stateless MCP server guiding LLMs through a structured, multi-stage thinking process to generate simpler, maintainable code.
Generate simpler, more maintainable code by enforcing a structured reasoning process.
Ensure generated code aligns precisely with minimal viable user requirements.
Integrate new code smoothly into existing projects by analyzing context and constraints first.
This MCP server implements the Occam's Razor Thinking Tool, which enforces a sequential cognitive workflow for LLMs to improve code quality by prioritizing simplicity and alignment with user intent. It guides the LLM through stages including context analysis, outcome definition, solution exploration, simplicity evaluation, and implementation, leveraging principles from cognitive science and LLM interpretability research. The tool reduces complexity, improves requirement alignment, and enhances transparency and reliability in LLM-generated code.