Waldzell Stochastic Thinking MCP Server

Connect Waldzell Stochastic Thinking through stdio. Understand its single tool, algorithm inputs and the limits of the published package’s summaries.

Local serverstdioTypeScriptMIT

What is the Waldzell Stochastic Thinking MCP Server?

Waldzell Stochastic Thinking accepts a problem, an algorithm choice and a parameter object through one MCP tool. Its documented choices include Markov decision processes, Monte Carlo tree search, bandit methods, Bayesian optimisation and hidden Markov models.

Understand what the published release returns

The checked npm release, version 0.0.1, validates the supplied input and returns a short summary selected by the algorithm name. Its handler formats the input and reports whether a result was supplied. It does not contain the numerical optimisation, simulation or model-fitting routines those algorithm names would normally imply.

Use it to organise an assistant's proposed approach or record parameters for a separate computation. A message saying an objective was optimised should not be treated as evidence that an optimisation actually ran. Obtain numerical results from the calculation tool or implementation used for the task.

Connect it locally

The configuration below starts the published package over stdio. Its manifest declares Node.js 18 or later; choose a currently supported compatible release. The five algorithm choices are inputs to the same callable tool, rather than five separate MCP tools.

State the problem and parameter values explicitly, then check the returned summary against the work actually performed.

Source folder · Published package.

Recorded tools

Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.

ToolWhat it does
stochasticalgorithmValidate and summarise a supplied problem, algorithm choice and parameters; the checked release does not perform numerical optimisation.

How to install the Waldzell Stochastic Thinking MCP Server

{
  "mcpServers": {
    "waldzell-stochastic-thinking": {
      "command": "npx",
      "args": [
        "-y",
        "@waldzellai/stochasticthinking@0.0.1"
      ]
    }
  }
}

Version pinned to the package inspected for this guide. Check the publisher before upgrading.

Configuration

A currently supported Node.js release meeting the package’s declared >=18 requirement, npm/npx, and a client supporting local stdio servers.

Example prompts to try

  • “Organise the stated decision problem and parameters for the selected algorithm. Identify the numerical computation still required.”