text2sim-MCP-server
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Text2Sim MCP Server is a multi-paradigm simulation engine that integrates with LLMs using the Model Context Protocol (MCP), supporting Discrete-Event Simulation (DES) and System Dynamics (SD).
Text2Sim MCP Server is a versatile simulation engine designed to integrate with Large Language Models (LLMs) through the Model Context Protocol (MCP). It supports multiple modeling paradigms, including Discrete-Event Simulation (DES) and System Dynamics (SD), allowing users to create simulation models using natural language descriptions. The server is capable of handling simulations across various domains such as airport operations, healthcare, manufacturing, and supply chains. It offers flexible model configuration options and provides real-time metrics for performance evaluation. The server ensures secure implementation by using regex-based parsing for processing distribution inputs, avoiding the use of `eval()`, and validating inputs before execution. Text2Sim MCP Server is structured into modular components, including a core MCP server, DES and SD modules, and a secure distribution parser. It is designed to work seamlessly with platforms like Claude Desktop, providing a powerful tool for simulation within natural language environments.
Features
- Large Language Model (LLM) Integration: Create simulation models using plain English descriptions to LLMs.
- Multi-Paradigm Support: Supports Discrete-Event Simulation (DES) using SimPy and System Dynamics (SD) using PySD.
- Multi-Domain Support: Build simulations for domains such as airport operations, healthcare, manufacturing, and supply chains.
- Flexible Model Configuration: Configurable entities with stochastic process logic for DES and stock-and-flow models for SD.
- Real-Time Metrics: Provides performance indicators for DES and time series data for SD.
