Tip
New here? Start with the Agentic Toolkit Installer. One installer sets up the MATLAB MCP Server, the MATLAB Agentic Toolkit, and the Simulink Agentic Toolkit for Claude Code and OpenAI Codex on Windows, Linux, and macOS.
| Toolkit | What it does |
|---|---|
| MATLAB Agentic Toolkit | Connects AI coding agents to a live MATLAB session. Agents evaluate code, run tests, perform static analysis, and detect installed toolboxes directly in MATLAB. |
| Simulink Agentic Toolkit | Gives your AI agent both the tools and the expertise to work effectively with Simulink and Model-Based Design. |
| Polyspace Agentic Toolkit | Connects AI coding agents to Polyspace static analysis for verifying and improving the quality of C/C++ code. |
Supports Claude Code, GitHub Copilot, Cursor, OpenAI Codex, Sourcegraph Amp, and Gemini CLI.
- MATLAB MCP Server - Run MATLAB using AI applications with the official MCP server from MathWorks.
- MCP Framework for MATLAB Production Server - Publish MATLAB functions to MATLAB Production Server as MCP tools.
- MATLAB MCP HTTP Client - MCP client in pure MATLAB code for calling external tools in LLM workflows.
- Large Language Models (LLMs) with MATLAB - Connect MATLAB to LLM APIs, including OpenAI Chat Completions, Azure OpenAI Services, and Ollama.
- Agent Skills Playground - A sandbox for prototyping and demonstrating Agent Skills for MATLAB and Simulink work. Includes standalone skills and bundled demos with tutorials.
- MATLAB AI Coding Rules - Coding rules and guidelines for AI coding assistants.
- AI Coding Agent Prompts for MATLAB - Prompts for MATLAB code generation and analysis.
- MATLAB Slash Commands - Custom commands for AI-powered development workflows.
- Terminal in MATLAB - Run a terminal inside MATLAB to use command-line tools such as AI coding agents,
git, anddockerwithout leaving the MATLAB desktop. - MATLAB AI Agent SDK - Build and run AI agents in MATLAB. Connect to OpenAI or Ollama, use MATLAB functions and toolbox workflows as tools, and maintain conversational state across turns.
- xToSim - Agent skill that turns research papers, system descriptions, equations, and block diagrams into validated, hierarchical Simulink models. Delivers the model with an HTML report and standalone test scripts.
- MATLAB Extension for Visual Studio Code - Syntax highlighting, code analysis, navigation, and debugging for MATLAB in VS Code.
- MATLAB Coding Guidelines - Recommended coding standards with Code Analyzer integration for consistency across teams.
- MATLAB Toolbox Best Practices - File organization, testing, and release practices for sharing MATLAB toolboxes.
Recent posts on AI coding with MATLAB and Simulink.
- Sep 22, 2026 - AI Agent Demystified – Building a Minimalist Agent in MATLAB
- Sep 17, 2026 - Agentic AI for 5G Engineering: Turning AI Assistants into Wireless Experts (JP)
- Sep 8, 2026 - Demystifying the Dark Art of Analog Design with Agentic AI
- Sep 3, 2026 - Running Local LLMs with MATLAB Using OpenCode and Ollama on a Mac (JP)
- Sep 2, 2026 - Agentic AI for 5G Engineering: Turning AI Assistants into Wireless Experts
Earlier posts
- Aug 20, 2026 - Running Local LLMs with MATLAB Using OpenCode and Ollama on a Mac
- Aug 12, 2026 - Trade Studies with Agentic-AI-powered MBSE
- Aug 6, 2026 - Building and Controlling a Gantry Crane with Simulink, Simscape Multibody, and Codex
- Jul 31, 2026 - Simulate in MATLAB, Animate in Blender
- Jul 28, 2026 - Using Claude Code and MATLAB to Find a New Way to Estimate Pi
- Jul 16, 2026 - My Scuba Diving Simulator - Part 2
- Jul 2, 2026 - My Scuba Diving Simulator
- Jul 2, 2026 - From Whiteboard Sketch to Pareto Front: Using Symbolic Math Skills in the Agentic AI Playground (JP)
- Jun 25, 2026 - From Whiteboard Sketch to Pareto Front: Using Symbolic Math Skills in the Agentic AI Playground
- Jun 18, 2026 - Running Local Agentic AI Workflows with MATLAB on a 16GB MacBook Pro with LM Studio and Gemma 4 (JP)
- Jun 15, 2026 - Running Local Agentic AI Workflows with MATLAB on a 16GB MacBook Pro with LM Studio and Gemma 4
- Jun 9, 2026 - Accelerating Engineering Product Development with Agentic AI
- Jun 8, 2026 - An AI Coding Agent for Embedded AI
- Jun 3, 2026 - Introducing Terminal in MATLAB
- May 11, 2026 - How to Engineer an AI Skill for MATLAB
- May 7, 2026 - Toolbox-Specific AI Skills for MATLAB: Faster, Cheaper, More Reliable Code Generation from Claude, Gemini and friends (JP)
- Apr 30, 2026 - Toolbox-Specific AI Skills for MATLAB: Faster, Cheaper, More Reliable Code Generation from Claude, Gemini and friends
- Apr 26, 2026 - Model-Based Systems Engineering and Agentic AI
- Apr 17, 2026 - Simulink Agentic Toolkit
- Apr 13, 2026 - Introducing the MATLAB Agentic Toolkit
- Apr 12, 2026 - My Repository of AI Skills for Simulink
- Apr 7, 2026 - Less Typing, More Creating: MATLAB Copilot Comes to Your Android Phone
- Apr 2, 2026 - Agent vs. Agent: The MATLAB Programming Contest Revisited
- Mar 26, 2026 - Refactoring a Simulink Model Using the MATLAB MCP Server
- Feb 26, 2026 - Simulink and Simscape Modeling Using Claude Code and the MATLAB MCP Server
- Feb 9, 2026 - Coding a MATLAB Valentine Animation with Agentic AI
- Feb 9, 2026 - Automate the Documentation of Your MATLAB Analysis with Agentic AI
- Jan 26, 2026 - Building an Optimization Agent with MATLAB MCP Server
- Jan 26, 2026 - MATLAB + Agentic AI: The Workflow That Actually Works
- Jan 21, 2026 - Giving Local AI Agents the Ability to Use MATLAB with MCP
