// MCP TOOL REFERENCE

ORACLAW TOOLS

17 tools from the Oraclaw MCP Server, categorised by risk level.

View the Oraclaw policy → Token cost: 4,785 tokens →

// ALL 17 ORACLAW TOOLS

READ 4 tools

Read analyze_graph [Premium] Compute structural properties of a directed graph: PageRank centrality, Louvain community detecti... Read analyze_risk [Premium] Compute portfolio Value-at-Risk (VaR) and Conditional VaR (Expected Shortfall) from historical as... Read detect_anomaly [Premium] Flag outlier points in a numeric series using Z-score (parametric, assumes ~normal) or IQR (robus... Read optimize_cmaes [Premium] Continuous black-box optimization via CMA-ES (Covariance Matrix Adaptation Evolution Strategy). U...

WRITE 12 tools

Write optimize_bandit Pick the best option from a set of variants (Multi-Armed Bandit: UCB1, Thompson sampling, or ε-greedy). Use... Write optimize_contextual Pick the best option given a situational context vector (LinUCB contextual bandit). Use when the best optio... Write plan_pathfind Find the shortest (or k-shortest) path between two nodes in a weighted graph using A* + Yen's algorithm. Us... Write predict_bayesian Update a prior probability with weighted evidence using a Beta-Bayesian posterior. Use for incremental beli... Write predict_ensemble Combine N model predictions into a single consensus value using weighted voting, stacking, or Bayesian mode... Write predict_forecast [Premium] Project future values from a univariate time series using ARIMA or Holt-Winters (additive seasona... Write score_calibration Score how well-calibrated a set of probability predictions are against observed binary outcomes using Brier... Write score_convergence Score how much multiple independent sources agree on a probability estimate, weighting by recency, volume, ... Write simulate_montecarlo Sample N draws from a parametric distribution and return summary statistics + percentiles + histogram. Use ... Write simulate_scenario Compare named what-if scenarios against a base case, returning per-scenario outcome delta plus a sensitivit... Write solve_constraints [Premium] Solve linear / mixed-integer / quadratic programs (HiGHS solver). Use when the objective and cons... Write solve_schedule Assign tasks to time slots maximizing productivity, matching task energy requirements with slot energy leve...

EXECUTE 1 tools

Execute optimize_evolve Genetic algorithm for combinatorial / discrete optimization with optional Pareto frontier for multi-objecti...

// RUNNING THIS SERVER

The managed route: connect Oraclaw through the PolicyLayer gateway — every tool call above is checked against your policy before it runs, with a full audit log.

DIRECT INSTALL (UNMANAGED) npx -y @oraclaw/mcp-server

// FAQ

How many tools does the Oraclaw MCP server have? +

The Oraclaw MCP server exposes 17 tools across 3 categories: Read, Write, Execute.

How do I enforce policies on Oraclaw tools? +

Route the Oraclaw server through the PolicyLayer gateway. Define allow, deny, or approval rules per tool in the dashboard — they are enforced on every call before it reaches the server.

What risk categories do Oraclaw tools fall into? +

Oraclaw tools are categorised as Read (4), Write (12), Execute (1). Each category has a recommended default policy.

Let agents act without letting them run wild.

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