MCTS

关于

Provides a Model Context Protocol (MCP) server that utilizes an Advanced Bayesian Monte Carlo Tree Search (MCTS) engine, enabling AI assistants like Claude to perform in-depth analysis and reasoning. By exploring various angles and interpretations through multiple iterations, the MCTS algorithm delivers insightful analyses that evolve continuously, offering a powerful tool for understanding complex subjects.

主要功能

• Employs Bayesian MCTS for probabilistic exploration and exploitation balancing.
• 2 GitHub stars
• Supports multi-iteration analysis with multiple simulations per iteration.
• Classifies generated thoughts into philosophical approaches.
• Offers both Thompson Sampling and UCT for node selection.
• Maintains state persistence, remembering key results and approaches.

使用案例

• Deep, explorative analysis of complex topics and questions.
• AI-assisted reasoning and problem-solving.
• Enhanced decision-making through systematic exploration of possibilities.