OraClaw MCP

A deterministic decision-intelligence MCP server providing 17 tools for optimization, simulation, prediction, and scoring. It supports algorithms like bandits, linear programming, PageRank, and Monte Carlo methods, enabling AI agents to make statistically optimal decisions with sub-25ms latency and zero LLM cost.

Package and access

Local package with source-attributed installation metadata. Koskamo does not execute packages during review.

Community listingLocal stdioSource reviewed; not executedPublished by Whatsonyourmind

You need:11 free, no key

Vendor documentation

What you can do with it

Optimize bandit selection for A/B testing
Simulate outcomes using Monte Carlo methods
Predict scores using conformal prediction
Score options using LinUCB contextual bandits

Source and maintenance

Community listingRegistry 1.5.1

mcp-registry: io.github.Whatsonyourmind/oraclaw@1.5.1 Source repository

Maintenance checked: Oct 31, 2026, 10:27 PM UTC

Packages and installation

Source-provided package data. Koskamo has not executed or live-probed this package.

@oraclaw/mcp-server 1.5.1

npm

@oraclaw/mcp-server package definition

{
  "version": "1.5.1",
  "transport": "stdio",
  "identifier": "@oraclaw/mcp-server",
  "registryType": "npm",
  "environmentVariables": [
    {
      "name": "ORACLAW_API_KEY",
      "description": "Optional API key for premium tools (CMA-ES, LP/MIP solver, graph analytics, risk VaR/CVaR, forecasting, anomaly detection). Free tier (11 tools) works without it."
    }
  ]
}

Tools

Reported by the attributed source; not independently observed by Koskamo.

No tool definitions available.

Connect from your client

Each snippet configures the same source-provided package; replace placeholders before use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.

Cursor configuration

{
  "mcpServers": {
    "oraclaw-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@oraclaw/mcp-server@1.5.1"
      ],
      "env": {
        "ORACLAW_API_KEY": "<YOUR_ORACLAW_API_KEY>"
      }
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.

Cline configuration

{
  "mcpServers": {
    "oraclaw-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@oraclaw/mcp-server@1.5.1"
      ],
      "env": {
        "ORACLAW_API_KEY": "<YOUR_ORACLAW_API_KEY>"
      }
    }
  }
}

VS Code

Merge this local stdio configuration, replace every placeholder environment value, and restart VS Code. Koskamo has not executed this package.

VS Code configuration

{
  "servers": {
    "oraclaw-mcp": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@oraclaw/mcp-server@1.5.1"
      ],
      "env": {
        "ORACLAW_API_KEY": "<YOUR_ORACLAW_API_KEY>"
      }
    }
  }
}

Claude Desktop

Merge this local stdio configuration, replace every placeholder environment value, and restart Claude Desktop. Koskamo has not executed this package.

Claude Desktop configuration

{
  "mcpServers": {
    "oraclaw-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@oraclaw/mcp-server@1.5.1"
      ],
      "env": {
        "ORACLAW_API_KEY": "<YOUR_ORACLAW_API_KEY>"
      }
    }
  }
}

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