Steel Metallurgy Material Simulator Mcp

io.github.meszarosjanPublished by GitHub account meszarosjanv0.1.4Updated Oct 24, 2026

No-key MCP server for steel equilibrium, TTT/CCT kinetics, phase-boundary and measured-data tools.

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Overview

AI-generated overview

A local MCP server that gives an assistant steel metallurgy calculations: equilibrium phases, TTT/CCT kinetics, and phase boundaries.

What you can do
This server exposes materials-simulation tools for steel, covering equilibrium calculations, TTT and CCT transformation kinetics, phase-boundary evaluation, and work with measured data. It runs as a local process over stdio, so the assistant calls these tools on the user's own machine. The registry description lists no API keys or accounts.
When to use it
Worth adding when an assistant needs to reason about steel grades, heat treatment schedules, or phase transformations and should compute rather than guess. Useful for metallurgy, materials engineering, and heat-treatment planning work.
Requirements
Runs locally as an npm package (material-simulator-mcp) over stdio, so Node.js and a local install are needed. No authentication, environment variables, or headers are declared. Desktop only; no web-hosted version.
Before you install
The manifest declares no credentials, no write or send actions, and no third-party data sharing. Results are simulation output, so verify them against authoritative metallurgical data before relying on them for real production or safety decisions.

Installation

In SourceWeft

  1. Open Steel Metallurgy Material Simulator Mcp in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.

Other MCP clients

Follow the launch instructions in the repository.

README

This repository has no README.

Tools

0
SourceWeft has not started this package in its sandbox yet, so its tools are not known.

Version history

1
  1. v0.1.4LatestSep 16, 2026

Score

25% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 days25 pts

    Keep the endpoint answering the MCP handshake; SourceWeft probes it every 30 days.

  • Auth declared10 pts

    Declare the credential headers in the registry entry, or keep the endpoint answering the probe so its auth can be classified.

  • Tools listed15 pts

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • License10 pts

    Declare a license in the repository or the registry entry.