MCP Reasoner

export class ReasoningEngine { constructor() { this.thoughts = []; this.beamWidth = 3; this.minScore = 0.5; } evaluateThought(thought) { // Simple scoring based on: // - Length (indicating detail) // - Contains mathematical expressions // - Contains logical connectors let score = 0; // Length score score += Math.min(thought.thought.length / 100, 0.4); // Mathematical expressions if (/[+\-*/=<>]/.test(thought.thought)) { score += 0.2; } // Logical connectors if (/\b(therefore|because|if|then|thus|hence|so)\b/i.test(thought.thought)) { score += 0.2; } return score; } addThought(thought, thoughtNumber, totalThoughts, nextThoughtNeeded) { const node = { thought, thoughtNumber, totalThoughts, nextThoughtNeeded, score: 0, children: [] }; // Evaluate thought node.score = this.evaluateThought(node); // Add to parent if this is not the first thought if (this.thoughts.length > 0) { const potentialParents = this.thoughts.filter(t => t.thoughtNumber === thoughtNumber - 1); if (potentialParents.length > 0) { // Find best parent based on score const bestParent = potentialParents.reduce((a, b) => a.score > b.score ? a : b); node.parent = bestParent; bestParent.children.push(node); } } // Keep beam width best thoughts at each level const sameLevel = this.thoughts.filter(t => t.thoughtNumber === thoughtNumber); sameLevel.push(node); if (sameLevel.length > this.beamWidth) { sameLevel.sort((a, b) => b.score - a.score); sameLevel.splice(this.beamWidth); } this.thoughts.push(node); return node; } getBestPath() { const bestLast = [...this.thoughts] .filter(t => !t.nextThoughtNeeded) .sort((a, b) => b.score - a.score)[0]; if (!bestLast) return []; const path = [bestLast]; let current = bestLast; while (current.parent) { path.unshift(current.parent); current = current.parent; } return path; } getStats() { return { totalThoughts: this.thoughts.length, bestScore: Math.max(...this.thoughts.map(t => t.score)), averageScore: this.thoughts.reduce((a, b) => a + b.score, 0) / this.thoughts.length, branchingFactor: this.thoughts.reduce((a, b) => a + b.children.length, 0) / this.thoughts.length }; } }