Critical Thinking MCP
Deterministic enforcement for LLM reasoning quality
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Adi Levinshtein

Critical Thinking MCP - Deterministic enforcement for LLM reasoning quality

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Deterministic enforcement for LLM reasoning quality. Nine tools that catch confidence inflation, circular logic, fabricated numbers, arithmetic errors, and concurrency hazards — before they reach production. No LLM calls in enforcement logic. No configuration. No API keys. Runs locally.

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Adi Levinshtein
Maker
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Built critical-thinking-mcp because prompt-only “be more critical” wasn’t enough. It adds deterministic checks for things like confidence inflation, circular logic, fabricated numbers, arithmetic mistakes, weak plans, and concurrency hazards. It runs locally, uses no API keys, and makes no LLM calls inside enforcement. Would love feedback on where this would actually help in your workflow. https://medium.com/@adi.levinsht...
Adi Levinshtein
Maker

Second release is out - see the benchmark details here: https://justguy.github.io/Critical-Thinking-MCP/