Oraclaw

Unclaimed

by Whatsonyourmind

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.

ai-agentsalgorithmsapibanditsdecision-intelligencefastifymachine-learningmcpoptimizationtypescript

Install

$npm install @oraclaw/bandit

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Tools (17)

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