oraclaw

Whatsonyourmind/oraclaw

★ 8 stars TypeScript 🤖 AI/LLM Updated 1d ago

Deterministic decision-intelligence MCP server for AI agents — 17 tools, 21 algorithms (LinUCB, HiGHS LP/MIP, PageRank, Monte Carlo, CMA-ES, conformal). Sub-25ms. Zero LLM cost. AAA on Glama. Field-validated in 12+ OSS projects.

View on GitHub → Try with Claude — $10 free →

Quick Install

Copy the config for your editor. Some servers may need additional setup — check the README.

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "oraclaw": {
      "command": "npx",
      "args": [
        "-y",
        "Whatsonyourmind/oraclaw"
      ]
    }
  }
}

README Excerpt

**MCP Optimization Tools for AI Agents** -- 17 tools, 21 algorithms, sub-25ms. Zero LLM cost. Your AI agent can't do math. OraClaw gives it deterministic optimization, simulation, forecasting, and risk analysis through the Model Context Protocol. Every tool returns structured JSON, runs in under 25ms, and costs nothing to compute.

Tools (17)

analyze_graphanalyze_riskdetect_anomalyoptimize_banditoptimize_cmaesoptimize_contextualoptimize_evolveplan_pathfindpredict_bayesianpredict_ensemblepredict_forecastscore_calibrationscore_convergencesimulate_montecarlosimulate_scenariosolve_constraintssolve_schedule

Topics

agent-toolsai-agentsalgorithmsanthropicapibanditsclaude-mcpcontextual-banditdecision-intelligencedeterministic-toolsfastifylinear-programmingllm-toolsmachine-learningmcp

oraclaw

Quick Install

README Excerpt

Tools (17)

Topics

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