gnnepcsaft-mcp-server

@wildsonbbl

Model Context Protocol server for GNNPCSAFT tools

thermodynamics

gnnepcsaft

epc-saft

llm-integration

chemistry

materials-science

GNNPCSAFT MCP Server

GNNPCSAFT MCP Server is an implementation of the Model Context Protocol (MCP) for GNNPCSAFT tools. GNNPCSAFT leverages Graph Neural Networks (GNNs) to estimate PC-SAFT pure-component parameters, allowing property predictions such as density and vapor pressure for any molecule or mixture. FeOs is used for PC-SAFT calculations.

Other implementations with GNNPCSAFT:

How to Use

Installation

You need uvx installed.

Starting the Server

uvx --from gnnepcsaft-mcp-server gnnpcsaftmcp

Example: Claude Desktop Configuration

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

License

GNU General Public License v3.0

Transport:

stdio

Language:

Created: 4/15/2025

Updated: 5/7/2026

Homepage:

Recommend MCP Servers 💡

helebest/my-mcp-lab

helebest

A lab project for setting up an SSE-based Model Context Protocol (MCP) server.

2025-04-26

sse

trustasia-com/myssl-mcp-server-python

trustasia-com

A MCP server that integrates MySSL site security certificate inspection tools with LLM models via the Model Context Protocol (MCP)

2025-04-15

locust-mcp-server

QAInsights

A Model Context Protocol (MCP) server implementation for running Locust load tests. This server enables seamless integration of Locust load testing capabilities with AI-powered development environments.

2025-03-29