Text2Sim MCP Server is a versatile simulation engine enabling natural language-based model creation using LLMs. It supports Discrete-Event Simulation with SimPy and System Dynamics with PySD, providing multi-domain modeling for applications like healthcare, manufacturing, and logistics. Its secure parsing and real-time metrics make it suitable for advanced simulation tasks with seamless LLM integration.
Added on:
Created by:
Mar 28 2025
Text2Sim MCP Server is a versatile simulation engine enabling natural language-based model creation using LLMs. It supports Discrete-Event Simulation with SimPy and System Dynamics with PySD, providing multi-domain modeling for applications like healthcare, manufacturing, and logistics. Its secure parsing and real-time metrics make it suitable for advanced simulation tasks with seamless LLM integration.
Added on:
Created by:
Mar 28 2025
The Cato Bot Company Limited
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What is Text2Sim MCP Server?
The Text2Sim MCP Server is a multi-paradigm simulation platform that combines Discrete-Event Simulation and System Dynamics to model complex systems. Leveraging the Model Context Protocol (MCP), it allows users to create and run simulations through natural language prompts, making modeling accessible and flexible. The platform supports secure model configuration, real-time performance metrics, and multi-domain applications, providing a comprehensive environment for researchers and developers to simulate various operational, logistical, and business systems efficiently.
Who will use Text2Sim MCP Server?
- Researchers
- Developers
- Simulation Analysts
- Data Scientists
- Educators
How to use the Text2Sim MCP Server?
- Step1: Clone the repository from GitHub
- Step2: Install dependencies, including Python 3.12 and uv
- Step3: Configure the environment and integrate with LLMs like Claude
- Step4: Define simulation models using natural language prompts
- Step5: Run the MCP server using the provided scripts
- Step6: Monitor and analyze simulation results in real-time
Text2Sim MCP Server's Core Features & Benefits
The Core Features
- Supports Discrete-Event Simulation using SimPy
- Supports System Dynamics using PySD
- Integrates with LLMs via MCP for natural language modeling
- Secure regex-based parsing for distributions
- Real-time metrics collection and reporting
- Multi-domain simulation capabilities
The Benefits
- Accessible model creation through natural language prompts
- Flexible support for multiple modeling paradigms
- Applications across various industries such as healthcare and logistics
- Secure and safe execution environment
- Real-time performance monitoring
Text2Sim MCP Server's Main Use Cases & Applications
- Simulating airport operations for staffing and scheduling
- Modeling healthcare patient flow and resource utilization
- Optimizing supply chain logistics and inventory management
- Educational purposes for teaching system dynamics and discrete-event simulation
- Research and development in complex system modeling
FAQs of Text2Sim MCP Server
Developer
- IamCatoBot
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