Oraclaw
未认领Deterministic decision-intelligence MCP server for AI agents — 17 tools (bandits/LinUCB, HiGHS LP/MIP, PageRank, Monte Carlo, CMA-ES, conformal). Sub-25ms. Zero LLM cost. 11 free, no key. Listed on the MCP Registry & Glama.
安装
npm install @oraclaw/bandit工具（17 个）
analyze_graph
PageRank, Louvain communities, bottleneck detection
analyze_risk
VaR and CVaR (Expected Shortfall)
detect_anomaly
Z-Score + IQR anomaly detection
optimize_bandit
UCB1 / Thompson / Epsilon-Greedy arm selection
optimize_cmaes
CMA-ES continuous black-box optimization
optimize_contextual
Context-aware LinUCB bandit
optimize_evolve
Genetic algorithm for discrete + multi-objective problems
plan_pathfind
A + Yen's k-shortest paths
predict_bayesian
Beta posterior update from weighted evidence
predict_ensemble
Multi-model consensus + uncertainty decomposition
predict_forecast
ARIMA + Holt-Winters time series forecasting
score_calibration
Brier + log score for forecaster accuracy
score_convergence
Multi-source probability consensus (Hellinger)
simulate_montecarlo
Single-factor Monte Carlo (6 distributions)
simulate_scenario
What-if comparison + sensitivity ranking
solve_constraints
LP / MIP / QP solver via HiGHS (provably optimal)
solve_schedule
Energy-matched task scheduling