title: Integration Guides description: Documentation for integrating NeqSim with external systems and platforms. —

Integration Guides

Documentation for integrating NeqSim with external systems and platforms.

Overview

This folder contains guides for integrating NeqSim with machine learning platforms, model predictive control systems, real-time data systems, and P&ID tools.

Documentation Index

Machine Learning and AI

Document Description
ai_validation_framework.md AI-friendly validation framework with structured error handling
ai_platform_integration.md AI platform integration guide
ml_integration.md Machine learning integration
ai_agentic_programming_intro.md Introduction to agentic engineering with NeqSim — concepts, architecture, getting started
ai_agents_reference.md Complete catalog of all 16 AI agents and 14 skills
ai_workflow_examples.md Step-by-step walkthroughs of agent-driven engineering workflows

Control Systems

Document Description
mpc_integration.md Model Predictive Control integration
neqsim_industrial_mpc_integration.md Industrial MPC integration

Real-Time Systems

Document Description
REAL_TIME_INTEGRATION_GUIDE.md Real-time systems integration
QRA_INTEGRATION_GUIDE.md Quantitative Risk Assessment integration

Web API and Online Simulation

Document Description
web_api_json_process_builder.md JSON Process Builder, structured error responses, stream wiring API, and session management for online simulators

MCP / Model Context Protocol

Document Description
mcp_getting_started.md Getting Started — 5-minute guide to connecting any LLM to NeqSim via MCP
mcp_neqsim_core_layer.md MCP core layer — FlashRunner, ProcessRunner, Validator, ComponentQuery, typed models, example/schema catalogs
mcp_server_guide.md NeqSim MCP Server — Quarkus-based server for VS Code Copilot, Claude Desktop, and other LLM clients

P&ID and Design

Document Description
dexpi-reader.md DEXPI P&ID import/export with ISO 10628 shapes, auto-layout, instruments, mechanical design data, configurable visualization, and round-trip support