MCTS MCP Server

""" MCTS Configurations =================== This module stores default configurations, taxonomies, and metadata for the MCTS package. """ from typing import Any DEFAULT_CONFIG: dict[str, Any] = { "max_children": 6, # Reduced from 10 to speed up processing "exploration_weight": 3.0, "max_iterations": 1, "simulations_per_iteration": 5, # Reduced from 10 to speed up processing "surprise_threshold": 0.66, "use_semantic_distance": True, "relative_evaluation": False, "score_diversity_bonus": 0.7, "force_exploration_interval": 4, "debug_logging": False, "global_context_in_prompts": True, "track_explored_approaches": True, "sibling_awareness": True, "memory_cutoff": 20, # Reduced from 50 to use less memory "early_stopping": True, "early_stopping_threshold": 8.0, # Reduced from 10.0 to stop earlier with good results "early_stopping_stability": 1, # Reduced from 2 to stop faster when a good result is found "surprise_semantic_weight": 0.4, "surprise_philosophical_shift_weight": 0.3, "surprise_novelty_weight": 0.3, "surprise_overall_threshold": 0.7, "use_bayesian_evaluation": True, "use_thompson_sampling": True, "beta_prior_alpha": 1.0, "beta_prior_beta": 1.0, "unfit_score_threshold": 5.0, "unfit_visit_threshold": 3, "enable_state_persistence": True, } APPROACH_TAXONOMY: dict[str, list[str]] = { "empirical": ["evidence", "data", "observation", "experiment"], "rational": ["logic", "reason", "deduction", "principle"], "phenomenological": ["experience", "perception", "consciousness"], "hermeneutic": ["interpret", "meaning", "context", "understanding"], "reductionist": ["reduce", "component", "fundamental", "elemental"], "holistic": ["whole", "system", "emergent", "interconnected"], "materialist": ["physical", "concrete", "mechanism"], "idealist": ["concept", "ideal", "abstract", "mental"], "analytical": ["analyze", "dissect", "examine", "scrutinize"], "synthetic": ["synthesize", "integrate", "combine", "unify"], "dialectical": ["thesis", "antithesis", "contradiction"], "comparative": ["compare", "contrast", "analogy"], "critical": ["critique", "challenge", "question", "flaw"], "constructive": ["build", "develop", "formulate"], "pragmatic": ["practical", "useful", "effective"], "normative": ["should", "ought", "value", "ethical"], "structural": ["structure", "organize", "framework"], "alternative": ["alternative", "different", "another way"], "complementary": ["missing", "supplement", "add"], "variant": [], "initial": [], } APPROACH_METADATA: dict[str, dict[str, str]] = { "empirical": {"family": "epistemology"}, "rational": {"family": "epistemology"}, "phenomenological": {"family": "epistemology"}, "hermeneutic": {"family": "epistemology"}, "reductionist": {"family": "ontology"}, "holistic": {"family": "ontology"}, "materialist": {"family": "ontology"}, "idealist": {"family": "ontology"}, "analytical": {"family": "methodology"}, "synthetic": {"family": "methodology"}, "dialectical": {"family": "methodology"}, "comparative": {"family": "methodology"}, "critical": {"family": "perspective"}, "constructive": {"family": "perspective"}, "pragmatic": {"family": "perspective"}, "normative": {"family": "perspective"}, "structural": {"family": "general"}, "alternative": {"family": "general"}, "complementary": {"family": "general"}, "variant": {"family": "general"}, "initial": {"family": "general"}, } # State format version for serialization compatibility STATE_FORMAT_VERSION = "0.8.0"