広告掲載
MCP.so
ログイン

GNNEPCSAFT MCP Server

@wildsonbbl

リポジトリ

基本情報

カテゴリ

その他

トランスポート

stdio

作者

wildsonbbl

GNNEPCSAFT MCP Server について

Model Context Protocol server for GNNePCSAFT tools

GNNEPCSAFT MCP Server の設定

以下の設定を使って、このサーバーを MCP 対応クライアントに追加してください。

{
  "mcpServers": {
    "gnnepcsaft": {
      "command": "uvx",
      "args": [
        "--from",
        "gnnepcsaft-mcp-server",
        "gnnepcsaftmcp"
      ]
    }
  }
}

GNNEPCSAFT MCP Server のツール

ツール一覧はまだありません

この掲載には表示できるツール一覧がまだありません。サーバーにツールがないという意味ではありません。対応機能はプロジェクトのドキュメントをご確認ください。

上のボタンで一時的なサンドボックスでこのサーバーを実行し、ツール一覧を取得できます。

概要

What is GNNEPCSAFT MCP Server?

GNNEPCSAFT MCP Server is an implementation of the Model Context Protocol (MCP) for GNNePCSAFT, a tool that uses Graph Neural Networks (GNNs) to estimate ePC-SAFT parameters and predict thermodynamic properties such as density and vapor pressure for any molecule, even without experimental data. It enables seamless communication between large language models (LLMs) and clients for advanced thermodynamic calculations.

How to use GNNEPCSAFT MCP Server?

Install with uvx and start the server using the command uvx --from gnnepcsaft-mcp-server gnnepcsaftmcp. Configuration examples for Claude Desktop are provided in the README.

Key features of GNNEPCSAFT MCP Server

  • Estimate ePC-SAFT parameters using GNNs
  • Calculate density, vapor pressure, enthalpy of vaporization, critical points, and others
  • Support for pure components and mixtures
  • Automatic data collection from PubChem for any molecule
  • Designed for thermodynamics-aware LLMs

Use cases of GNNEPCSAFT MCP Server

  • Predicting thermodynamic properties for new or existing molecules
  • Running property calculations for mixtures in research or industry
  • Integrating with LLMs for chemistry and materials science applications
  • Automating data collection and property estimation in pipelines

よくある質問

1

What do I need to run the server?

You need Python, uvx, and the GNNEPCSAFT MCP Server package.

2

Can I use this for mixtures as well as pure components?

Yes, the server supports both pure components and mixtures.

3

Where does the molecular data come from?

The server can automatically fetch molecular information from PubChem.

4

What calculations are supported?

Density, vapor pressure, enthalpy of vaporization, critical points, and ePC-SAFT parameter estimation.

5

Is this open source?

Yes, it is licensed under the GNU General Public License v3.0.

コメント

「その他」の他のコンテンツ

Klarix Intelligence Engine

Klarix

B2B competitive intelligence, live sales battlecards, 5-axis ICP prospect fit scoring, and tech stack teardowns over MCP and REST with cited public-web evidence.

Senso MCP for Joomla

sensomedia

Senso MCP turns a Joomla 5 or 6 site into a remote MCP server. It runs inside Joomla itself (no extra server, no Node.js bridge) and is secured with OAuth 2.1 and Joomla's own ACL. The free pack lets an AI assistant crea

Maestro

mobile-dev-inc

Painless E2E Automation for Mobile and Web

14.8K

MaxKB

1Panel-dev

🔥 MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。

22.0K

DeepMark

DeepMark helps teachers deliver rapid, consistent marking with meaningful feedback for every student — in a fraction of the time. What once took a week, now takes one free period.

広告掲載