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‎.claude-plugin/marketplace.json‎

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},
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"plugins": [
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{
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"name": "ai-and-statistics",
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"name": "aerospace",
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"version": "0.1.0",
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"description": "Aerospace Toolbox.",
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"author": {
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"name": "MathWorks"
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},
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"keywords": [
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"matlab",
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"aerospace"
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],
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"source": "./",
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"category": "development",
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"strict": false,
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"skills": "./skills-catalog/aerospace/"
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},
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{
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"name": "ai-and-statistics",
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"version": "0.2.0",
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"description": "Deep Learning Toolbox.",
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"author": {
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"name": "MathWorks"
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"strict": false,
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"skills": "./skills-catalog/automotive/"
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},
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{
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"name": "cloud-solutions",
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"version": "0.1.0",
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"description": "MATLAB Drive.",
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"author": {
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"name": "MathWorks"
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},
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"keywords": [
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"matlab",
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"cloud",
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"matlab-drive"
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],
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"source": "./",
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"category": "development",
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"strict": false,
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"skills": "./skills-catalog/cloud-solutions/"
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},
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{
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"name": "computational-biology",
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"version": "0.2.0",
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},
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{
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"name": "image-processing-and-computer-vision",
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"version": "0.3.0",
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"version": "0.4.0",
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"description": "Image Processing Toolbox and Computer Vision Toolbox.",
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"author": {
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"name": "MathWorks"
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},
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{
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"name": "matlab-app-building",
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"version": "0.1.0",
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"version": "0.1.1",
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"description": "Build MATLAB apps programmatically using UI components, layouts, callbacks, and web integration.",
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"author": {
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"name": "MathWorks"
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},
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{
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"name": "matlab-core",
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"version": "0.3.2",
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"version": "0.3.3",
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"description": "Create, debug, test, review, and manage MATLAB code and installations. Every toolkit user needs these.",
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"author": {
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"name": "MathWorks"
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},
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{
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"name": "matlab-data-import-and-analysis",
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"version": "0.1.0",
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"version": "0.1.1",
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"description": "Analyze tabular data in MATLAB using tables, timetables, filtering, aggregation, and time-series operations.",
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"author": {
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"name": "MathWorks"
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"skills": "./skills-catalog/matlab-data-import-and-analysis/"
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},
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{
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"name": "matlab-programming",
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"name": "matlab-external-language-interfaces",
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"version": "0.1.0",
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"description": "Call Python™ libraries from MATLAB and upgrade MEX files to the interleaved complex API.",
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"author": {
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"name": "MathWorks"
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},
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"keywords": [
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"matlab",
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"python",
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"c/c++",
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"mex",
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"external-interfaces",
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"interop"
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],
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"source": "./",
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"category": "development",
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"strict": false,
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"skills": "./skills-catalog/matlab-external-language-interfaces/"
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},
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{
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"name": "matlab-programming",
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"version": "0.1.1",
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"description": "Write robust MATLAB functions with validated inputs.",
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"author": {
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"name": "MathWorks"
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},
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{
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"name": "matlab-software-development",
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"version": "0.3.0",
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"version": "0.4.0",
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"description": "Modernize legacy code, optimize performance and memory, document and create toolboxes, create projects, and develop build plans.",
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"author": {
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"name": "MathWorks"
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},
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{
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"name": "parallel-computing",
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"version": "0.1.0",
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"version": "0.2.0",
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"description": "Parallel Computing Toolbox and MATLAB Parallel Server.",
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"author": {
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"name": "MathWorks"
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},
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{
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"name": "radar",
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"version": "0.1.0",
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"version": "0.2.0",
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"description": "Phased Array System Toolbox, Sensor Fusion and Tracking Toolbox, and Mapping Toolbox.",
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"author": {
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"name": "MathWorks"
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},
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{
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"name": "rf-and-mixed-signal",
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"version": "0.3.0",
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"description": "Antenna Toolbox, RF Toolbox, RF PCB Toolbox, and SerDes Toolbox.",
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"version": "0.4.0",
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"description": "Antenna Toolbox, Mixed-Signal Blockset, RF Toolbox, RF PCB Toolbox, and SerDes Toolbox.",
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"author": {
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"name": "MathWorks"
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},
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},
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{
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"name": "signal-processing",
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"version": "0.2.0",
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"description": "Signal Processing Toolbox, DSP System Toolbox, Wavelet Toolbox, and DSP HDL Toolbox.",
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"version": "0.3.0",
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"description": "Audio Toolbox, DSP HDL Toolbox, DSP System Toolbox, Signal Processing Toolbox, and Wavelet Toolbox.",
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"author": {
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"name": "MathWorks"
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},
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},
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{
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"name": "test-and-measurement",
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"version": "0.2.0",
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"description": "Data Acquisition Toolbox and Industrial Communication Toolbox.",
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"version": "0.3.0",
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"description": "Data Acquisition Toolbox, Image Acquisition Toolbox, Industrial Communication Toolbox, MATLAB Support Package for Arduino Hardware, and Vehicle Network Toolbox.",
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"author": {
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"name": "MathWorks"
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},
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"opcua",
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"modbus",
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"mqtt",
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"aveva-pi"
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"aveva-pi",
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"can",
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"lin",
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"blf",
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"mdf",
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"arxml"
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],
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"source": "./",
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"category": "development",
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},
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{
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"name": "toolkit",
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"version": "0.2.6",
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"version": "0.2.7",
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"description": "Detects MATLAB, installs the MCP server, registers with your AI coding agent, and verifies the environment.",
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"author": {
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"name": "MathWorks"
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},
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{
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"name": "wireless-communications",
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"version": "0.3.0",
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"version": "0.4.0",
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"description": "Communications Toolbox, 5G Toolbox, WLAN Toolbox, Bluetooth Toolbox, Satellite Communications Toolbox, Wireless Network Toolbox, and Wireless Testbench.",
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"author": {
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"name": "MathWorks"

‎.github/ISSUE_TEMPLATE/bug_report.yml‎

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id: mcp-server-version
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attributes:
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label: MCP Server Version
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description: "Version of the MATLAB MCP Core Server, if applicable"
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description: "Version of the MATLAB MCP Server, if applicable"
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placeholder: "e.g., 0.2.0"
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validations:
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required: false

‎Configuration_and_Troubleshooting.md‎

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## Install and Configure the MCP Server
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To manually install and configure the MCP server rather than using the automated setup, see the instructions in the [MATLAB MCP Core Server](https://github.com/matlab/matlab-mcp-core-server) GitHub repository. After you install the MCP server, point your agent's MCP configuration at the installed binary. See this table for configuration file locations, or refer to your agent's documentation.
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To manually install and configure the MCP server rather than using the automated setup, see the instructions in the [MATLAB MCP Server](https://github.com/matlab/matlab-mcp-core-server) GitHub repository. After you install the MCP server, point your agent's MCP configuration at the installed binary. See this table for configuration file locations, or refer to your agent's documentation.
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Platform | MCP Configuration | Platform-Specific Notes |
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|----------|------------------|-------------------|
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| MCP server download fails | Network/proxy/firewall | Download manually from [GitHub releases](https://github.com/matlab/matlab-mcp-core-server/releases), place in `~/.matlab/agentic-toolkits/bin/`, re-run setup |
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| macOS blocks the MCP server binary | Gatekeeper quarantine | Setup handles this automatically. If still blocked (MDM), go to System Settings > Privacy & Security > Allow Anyway |
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| Agent doesn't list MATLAB skills | Plugin not installed or skills not linked | Re-run setup; for Claude Code, try `claude plugin install matlab-core@matlab-agentic-toolkit` |
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| MCP tools fail to connect | MCP server binary missing or wrong path in configuration | Re-run setup to regenerate configuration. Verify binary exists: `~/.matlab/agentic-toolkits/bin/matlab-mcp-core-server --version` |
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| MCP tools fail to connect | MCP server binary missing or wrong path in configuration | Re-run setup to regenerate configuration. Verify binary exists: `~/.matlab/agentic-toolkits/bin/matlab-mcp-server --version` |
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| `evaluate_matlab_code` returns errors | Wrong `--matlab-root` path, license issue, or MATLAB startup failure | Verify MATLAB can start: `<matlab-root>/bin/matlab -nodesktop -r "disp('ok'),quit"`. Check license status. Re-run setup to correct the MATLAB root path |
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| Codex tool calls time out | Default tool timeout too short for MATLAB | Add `tool_timeout_sec = 600` (or higher) to `[mcp_servers.matlab]` in `~/.codex/config.toml` |
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| Simulink fails in Codex on Windows | Missing `WINDIR` environment variable | Add `env_vars = ['WINDIR']` to `[mcp_servers.matlab]` in `~/.codex/config.toml` |

‎README.md‎

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# MATLAB Agentic Toolkit
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[![Latest Release](https://img.shields.io/github/v/release/matlab/matlab-agentic-toolkit)](https://github.com/matlab/matlab-agentic-toolkit/releases/latest)
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[![Release Date](https://img.shields.io/github/release-date/matlab/matlab-agentic-toolkit)](https://github.com/matlab/matlab-agentic-toolkit/releases/latest)
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[![Latest Release](https://img.shields.io/github/v/release/matlab/matlab-agentic-toolkit?cacheSeconds=1800)](https://github.com/matlab/matlab-agentic-toolkit/releases/latest)
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[![Release Date](https://img.shields.io/github/release-date/matlab/matlab-agentic-toolkit?cacheSeconds=1800)](https://github.com/matlab/matlab-agentic-toolkit/releases/latest)
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The MATLAB&reg; Agentic Toolkit allows you to use AI agents with MATLAB by giving your AI agent the knowledge and context to work efficiently with MATLAB and its toolboxes. Use this toolkit to provide trusted MATLAB capabilities to your agent. This toolkit can prevent your AI coding agent from hallucinating toolbox functions, missing new features, and wasting time with extra steps that experienced MATLAB users would skip.
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Use this toolkit to:
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- Connect your AI agent to MATLAB. This toolkit does this by automatically installing the [MATLAB MCP Core Server](https://github.com/matlab/matlab-mcp-core-server). You can then use your agent to write idiomatic code, generate and run tests, diagnose errors, build apps, and more.
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- Connect your AI agent to MATLAB. This toolkit does this by automatically installing the [MATLAB MCP Server](https://github.com/matlab/matlab-mcp-core-server). You can then use your agent to write idiomatic code, generate and run tests, diagnose errors, build apps, and more.
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- Provide curated expertise, called skills, to your agent. These skills equip your agent with knowledge of MATLAB workflows, conventions, and best practices while minimizing token burn.
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## Get Started with the MATLAB Agentic Toolkit
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These steps show you how to use the MATLAB Agentic Toolkit to install the MATLAB MCP Core Server and add skills to your agent.
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These steps show you how to use the MATLAB Agentic Toolkit to install the MATLAB MCP Server and add skills to your agent.
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> Note: For detailed instructions on configuration options for this toolkit, platform-specific notes, verification steps, and troubleshooting, see [Configuration and Troubleshooting](Configuration_and_Troubleshooting.md). If you already have the MCP server installed and only need to add skills, see [Adding Skills Only](Configuration_and_Troubleshooting.md#adding-skills-only).
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### Run and Test MATLAB Code Using MCP Tools
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After you install the MATLAB Agentic Toolkit, your agent can use these tools provided by the MATLAB MCP Core Server.
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After you install the MATLAB Agentic Toolkit, your agent can use these tools provided by the MATLAB MCP Server.
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| Tasks you can ask your agent to do | Tool used by agent |
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|------|------------------------|
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| [**MATLAB Core**](skills-catalog/README.md#matlab-core-matlab-core) | Create, debug, test, review, and manage MATLAB code and installations |
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| [**MATLAB App Building**](skills-catalog/README.md#matlab-app-building-matlab-app-building) | Build MATLAB apps programmatically using UI components, layouts, callbacks, and web integration |
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| [**MATLAB Data Import and Analysis**](skills-catalog/README.md#matlab-data-import-and-analysis-matlab-data-import-and-analysis) | Analyze tabular data in MATLAB using tables, timetables, filtering, aggregation, and time-series operations |
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| [**MATLAB External Language Interfaces**](skills-catalog/README.md#matlab-external-language-interfaces-matlab-external-language-interfaces) | Call Python&trade; libraries from MATLAB and upgrade MEX files to the interleaved complex API |
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| [**MATLAB Programming**](skills-catalog/README.md#matlab-programming-matlab-programming) | Write robust MATLAB functions with validated inputs |
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| [**MATLAB Software Development**](skills-catalog/README.md#matlab-software-development-matlab-software-development) | Modernize legacy code, optimize performance and memory, document and create toolboxes, create projects, and develop build plans |
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#### Toolbox Skills
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| Skill Group | Supported Products |
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|-------------|--------------------|
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| [**Aerospace**](skills-catalog/README.md#aerospace-aerospace) | Aerospace Toolbox |
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| [**AI and Statistics**](skills-catalog/README.md#ai-and-statistics-ai-and-statistics) | Deep Learning Toolbox |
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| [**Automotive**](skills-catalog/README.md#automotive-automotive) | Automated Driving Toolbox, RoadRunner, and RoadRunner Scene Builder |
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| [**Cloud Solutions**](skills-catalog/README.md#cloud-solutions-cloud-solutions) | MATLAB Drive |
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| [**Computational Biology**](skills-catalog/README.md#computational-biology-computational-biology) | SimBiology |
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| [**Image Processing and Computer Vision**](skills-catalog/README.md#image-processing-and-computer-vision-image-processing-and-computer-vision) | Image Processing Toolbox and Computer Vision Toolbox |
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| [**Parallel Computing**](skills-catalog/README.md#parallel-computing-parallel-computing) | Parallel Computing Toolbox and MATLAB Parallel Server |
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| [**Radar**](skills-catalog/README.md#radar-radar) | Phased Array System Toolbox, Sensor Fusion and Tracking Toolbox, and Mapping Toolbox |
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| [**Reporting and Database Access**](skills-catalog/README.md#reporting-and-database-access-reporting-and-database-access) | Database Toolbox |
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| [**RF and Mixed Signal**](skills-catalog/README.md#rf-and-mixed-signal-rf-and-mixed-signal) | Antenna Toolbox, RF Toolbox, RF PCB Toolbox, and SerDes Toolbox |
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| [**RF and Mixed Signal**](skills-catalog/README.md#rf-and-mixed-signal-rf-and-mixed-signal) | Antenna Toolbox, Mixed-Signal Blockset, RF Toolbox, RF PCB Toolbox, and SerDes Toolbox |
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| [**Robotics and Autonomous Systems**](skills-catalog/README.md#robotics-and-autonomous-systems-robotics-and-autonomous-systems) | Navigation Toolbox and UAV Toolbox |
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| [**Signal Processing**](skills-catalog/README.md#signal-processing-signal-processing) | Signal Processing Toolbox, DSP System Toolbox, Wavelet Toolbox, and DSP HDL Toolbox |
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| [**Test and Measurement**](skills-catalog/README.md#test-and-measurement-test-and-measurement) | Data Acquisition Toolbox and Industrial Communication Toolbox |
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| [**Signal Processing**](skills-catalog/README.md#signal-processing-signal-processing) | Audio Toolbox, DSP HDL Toolbox, DSP System Toolbox, Signal Processing Toolbox, and Wavelet Toolbox |
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| [**Test and Measurement**](skills-catalog/README.md#test-and-measurement-test-and-measurement) | Data Acquisition Toolbox, Image Acquisition Toolbox, Industrial Communication Toolbox, MATLAB Support Package for Arduino Hardware, and Vehicle Network Toolbox |
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| [**Wireless Communications**](skills-catalog/README.md#wireless-communications-wireless-communications) | Communications Toolbox, 5G Toolbox, WLAN Toolbox, Bluetooth Toolbox, Satellite Communications Toolbox, Wireless Network Toolbox, and Wireless Testbench |
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<!-- END SKILLS -->
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---
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## Security Considerations
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When using the MATLAB Agentic Toolkit and MATLAB MCP Core Server, you should thoroughly review and validate all tool calls before you run them. Always keep a human in the loop for important actions and only proceed once you are confident the call will do exactly what you expect. For more information, see [User Interaction Model (MCP)](https://modelcontextprotocol.io/specification/2025-06-18/server/tools#user-interaction-model) and [Security Considerations (MCP)](https://modelcontextprotocol.io/specification/2025-06-18/server/tools#security-considerations).
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When using the MATLAB Agentic Toolkit and MATLAB MCP Server, you should thoroughly review and validate all tool calls before you run them. Always keep a human in the loop for important actions and only proceed once you are confident the call will do exactly what you expect. For more information, see [User Interaction Model (MCP)](https://modelcontextprotocol.io/specification/2025-06-18/server/tools#user-interaction-model) and [Security Considerations (MCP)](https://modelcontextprotocol.io/specification/2025-06-18/server/tools#security-considerations).
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## Licensing and Usage

‎SUPPORT.md‎

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To request technical support or submit an enhancement request, [create a GitHub issue](https://github.com/matlab/matlab-agentic-toolkit/issues) or [contact MathWorks Technical Support](https://www.mathworks.com/support/contact_us.html).
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For MATLAB MCP Core Server issues, see the [MATLAB MCP Core Server](https://github.com/matlab/matlab-mcp-core-server) repository.
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For MATLAB MCP Server issues, see the [MATLAB MCP Server](https://github.com/matlab/matlab-mcp-core-server) repository.
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## Before You File an Issue
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