Give brains to your small models. MCP server enforcing step-by-step Chain-of-Thought.
"Give brains to your small models." CotForce enforces step-by-step Chain-of-Thought, turning 4B parameter models into methodical reasoners. A 4-billion-parameter Gemma cannot solve SEND + MORE = MONEY. It's a classic cryptarithmetic puzzle — 8 unique digits, 5 columns, 4 carry values. A bare 4B model guesses randomly. It hallucinates digits. It loses track of carries after column 2. The same…
Verification confirms publisher identity (repo ownership), not code safety. The security scan covers known CVEs and suspicious install scripts — it cannot prove the absence of malicious code.
"Give brains to your small models." CotForce enforces step-by-step Chain-of-Thought, turning 4B parameter models into methodical reasoners. A 4-billion-parameter Gemma cannot solve SEND + MORE = MONEY. It's a classic cryptarithmetic puzzle — 8 unique digits, 5 columns, 4 carry values. A bare 4B model guesses randomly. It hallucinates digits. It loses track of carries after column 2. The same model, with CotForce: 11 structured reasoning steps. Zero hallucinations. Correct answer. CotForce…