Simulink

Simulink MCP tools + Claude/Codex skill — give AI agents structured access to Simulink models via the MATLAB Engine for Python.

What's inside

Component	Path	What it does
MCP Server	server/	30 FastMCP tools: model lifecycle, parameters, diagnostics, runtime, capture
MATLAB Helpers	matlab/	32 .m scripts that implement each tool on the MATLAB side
Claude/Codex Skill	skill/	Routing guide (SKILL.md, map.md, patterns) + hooks that steer AI toward MCP tools

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Quick install (Windows, one command)

git clone https://github.com/wlin4480/simulink-mcp
cd simulink-mcp
.\install.ps1

The installer:

1. Copies the skill to ~\.shared-skills\simulink-toolbox
2. Creates junction links for Claude Code (~\.claude\skills\) and Codex (~\.codex\skills\)
3. Wires the hooks in ~\.claude\settings.json and ~\.codex\hooks.json
4. Prints the MCP server config snippet to paste into Claude Desktop

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MCP server setup

Prerequisites

• MATLAB R2022b or later with the Simulink toolbox
• Python 3.10+

Install

install.ps1 handles this automatically. To install manually:

# 1. Install the server as a global CLI command (no path dependency)
pip install -e C:\path\to\simulink-mcp

# 2. Install matlabengine — version must match your MATLAB release
pip install matlabengine==25.2   # R2025b
pip install matlabengine==24.2   # R2024b

After pip install -e, the simulink-mcp command is available system-wide. You can clone the repo anywhere and move it later without breaking Claude Desktop.

Claude Desktop config

Add to %APPDATA%\Claude\claude_desktop_config.json:

{
  "mcpServers": {
    "simulink-tools": {
      "command": "simulink-mcp",
      "env": {
        "SLX_WORKSPACE": "C:\\path\\to\\your\\models"
      }
    }
  }
}

Restart Claude Desktop. The server cold-starts in ~20 s on first tool call.

Environment variables

Variable	Default	Description
SLX_WORKSPACE	Current directory	Directory to search for .slx model files
SLX_HELPERS_PATH	Bundled matlab/	Override path to the MATLAB helper scripts

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33 MCP tools

Model lifecycle

simulink_load_model · simulink_create_model · simulink_close_model · simulink_loaded_models · simulink_model_status · simulink_save_model

Structure & discovery

simulink_get_block_tree · simulink_explore_block · simulink_describe_block_ports · simulink_trace_port_connections · simulink_library_lookup

Parameters

simulink_query_params · simulink_set_block_params · simulink_patch_and_verify

Build & wiring

simulink_add_block · simulink_add_subsystem · simulink_connect_ports · simulink_delete_block

Diagnostics

simulink_compile_diagnostics · simulink_step_diagnostics · simulink_solver_audit

Advanced

simulink_block_workspace_dependency · simulink_powerlib_net_query

Script execution

simulink_run_script · simulink_run_script_async · simulink_poll_script

Visual capture

simulink_screenshot · simulink_capture_figure

Runtime

simulink_workspace_set · simulink_run_window · simulink_runtime_reset · simulink_signal_snapshot

Health check

simulink_ping

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Skill: Claude Code + Codex

The skill/ directory is the simulink-toolbox skill — loaded by Claude Code and Codex to route Simulink-related tasks to MCP tools instead of shell MATLAB calls.

After install.ps1, invoke with /simulink-toolbox in Claude Code, or any Simulink-related prompt triggers it automatically via hooks.

Hooks

Platform	File	Effect
Claude Code	hooks/claude/user-prompt-submit.sh	Injects routing reminder on Simulink keywords
Claude Code	hooks/claude/pre-tool-use.sh	Blocks Bash calls that invoke MATLAB directly
Codex	hooks/codex/codex_simulink_hook.py	Same + warns on find_system inside run_script

Patterns

Pattern	When to use
patterns/build-and-verify.md	Building a new model from scratch
patterns/debug-existing-model.md	Diagnosing errors in an existing model
patterns/trace-connectivity.md	Tracing signal paths and port connections
patterns/param-sweep.md	Long-running parameter sweeps

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Project structure

simulink-mcp/
├── install.ps1              # One-click installer (Windows)
├── requirements.txt
├── server/
│   ├── server.py            # FastMCP entry point
│   ├── simulink_tools.py    # All 30 tool implementations
│   ├── matlab_session.py    # MATLAB Engine session manager
│   └── exceptions.py
├── matlab/
│   └── slx_*.m              # 32 MATLAB helper scripts
└── skill/
    ├── SKILL.md             # Skill entry point
    ├── map.md               # Intent → tool routing table
    ├── INVARIANTS.md        # Design constraints
    ├── index.json           # Tool inventory
    ├── patterns/            # Step-by-step task patterns
    └── hooks/               # Claude + Codex hooks

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License

MIT