Multi-paradigm LLM 통합을 위한 시뮬레이션 엔진

대화형 인터페이스를 통해 Multi-paradigm 시뮬레이션 기능을 제공하는 모델 Context Protocol 서버. 서버는 PySD 및 PySD 호환 JSON 스키마를 통해 SimPy 및 System Dynamics 모델링을 통해 Discrete-Event Simulation을 지원합니다.

개요

텍스트2심 MCP Server는 대형 언어 모델을 사용하여 생성, 검증 및 자연 언어 인터페이스를 통해 시뮬레이션 모델을 실행할 수 있습니다. JSON-structured 시뮬레이션 구성을 처리하고 종합 분석 결과를 반환합니다.

지원 심전 패러다임

• Discrete-Event Simulation (DES): SimPy 엔진을 이용한 프로세스 중심 모델링 -System Dynamics (SD): PySD 및 PySD 호환 JSON 스키마를 사용하여 Stock-and-flow 모델링

·

---

소개

Text2Sim MCP Server는 Cato Bot Company Limited가 개발한 오픈 소스 프로젝트입니다. 우리는 투명하고 상업적으로 백업 된 오픈 소스 개발으로 지속 가능한 프로젝트 성장을 지원하면서 사용자와 기여자를 모두 얻을 수 있습니다. 커뮤니티 기여는 표준 풀 요청 절차를 통해 허용됩니다.

---

설치

##필수

Text2Sim MCP Server

Multi-paradigm Simulation Engine for LLM Integration

A Model Context Protocol server providing multi-paradigm simulation capabilities through conversational interfaces. The server supports Discrete-Event Simulation via SimPy and System Dynamics modeling via PySD and a PySD-compatible JSON schema.

Overview

Text2Sim MCP Server enables Large Language Models to create, validate, and execute simulation models through natural language interfaces. The server processes JSON-structured simulation configurations and returns execution results with comprehensive analytics.

Supported Simulation Paradigms

• Discrete-Event Simulation (DES): Process-oriented modeling using SimPy engine
• System Dynamics (SD): Stock-and-flow modeling using PySD and PySD-compatible JSON schema

---

About

The Text2Sim MCP Server is an open source project developed by The Cato Bot Company Limited. We believe in transparent, commercially-backed open source development that benefits both users and contributors while supporting sustainable project growth. Community contributions are accepted through standard pull request procedures.

---

Installation

Prerequisites

• Python 3.12 or higher
• uv package manager

Install uv

On macOS and Linux:

curl -LsSf https://astral.sh/uv/install.sh | sh

On Windows (PowerShell):

powershell -ExecutionPolicy ByPass -c "irm https://astral.sh/uv/install.ps1 | iex"

Learn more: astral-sh/uv

---

Quick Start

Clone the repository

git clone https://github.com/IamCatoBot/text2sim-MCP-server.git
cd text2sim-MCP-server

Install dependencies

uv sync

Integration with Claude Desktop

1. Open:

Claude > Settings > Developer > Edit Config > claude_desktop_config.json

2. Add the following block:

{
  "mcpServers": {
    "Text2Sim MCP Server": {
      "command": "uv",
      "args": [
        "--directory",
        "PATH_TO_TEXT2SIM_MCP_SERVER",
        "run",
        "python",
        "-m",
        "mcp_server"
      ],
      "env": {}
    }
  }
}

Note: Replace PATH_TO_TEXT2SIM_MCP_SERVER with the actual path to your cloned repository. If the uv command is not found, run which uv (Unix) or Get-Command uv (PowerShell) and use the full path in the "command" field.

---

Features

LLM Integration

• Natural language to simulation model conversion
• Multi-round conversation support for iterative model development
• JSON Schema 2020-12 validation for configuration reliability
• Contextual error messages with corrective guidance
• Model persistence across conversation sessions