matlabOfficial·150 Agent Skills Included

matlab-agentic-toolkit

Give AI agents expert MATLAB skills for coding, analysis, and simulation

Connects AI coding agents to MATLAB through an MCP server and 50+ curated skills covering data analysis, app building, machine learning, optimization, parallel computing, robotics, and automotive simulation. Eliminates hallucinated toolbox functions, outdated API usage, and wrong syntax by giving agents verified MathWorks workflows and best practices. Lets users ask in plain English to train networks, query databases, build apps, plan robot motion, or generate reports directly in MATLAB.

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npx skills add matlab/matlab-agentic-toolkit --all -g -y

All Skills in This Repository (150)

Pure Emerald Level Indicators

📦 In Repo

matlab

matlab-write-database

Write MATLAB table data to relational databases with transactions.

matlab-map-database-objects

Generate MATLAB ORM code mapping classes to database tables.

matlab-connect-databricks-jdbc

Establish JDBC connections from MATLAB to Databricks clusters and SQL Warehouses.

matlab-use-duckdb

Generate MATLAB code for DuckDB SQL queries on local data files.

matlab-read-database

Import relational data into MATLAB tables with database-side filtering and joins.

matlab-build-app

Builds MATLAB desktop apps with uifigure, uigridlayout, and uihtml-based JavaScript interactivity.

matlab-analyze-data

Generate idiomatic MATLAB code for analyzing table and timetable data.

matlab-fuse-inertial-sensors

Select and configure MATLAB Navigation Toolbox inertial fusion filters for IMU/AHRS/INS data.

matlab-compute-gnss-position

Compute multi-constellation GNSS positions from RINEX v3 files with DOP metrics.

roadrunner-rrhd-authoring

Assemble RoadRunner HD Map entities in MATLAB and write .rrhd files.

roadrunner-import-scene

Import RRHD or OpenDRIVE files into a RoadRunner scene from MATLAB.

roadrunner-asset-mapping

Resolve source map elements to RoadRunner asset paths for MATLAB workflows.

Official

Intermediate

Frequently Asked Questions

FAQPage Schema

How to install MATLAB Agentic Toolkit?▼

Run `npx skills add matlab/matlab-agentic-toolkit --all -g -y` in your terminal to install all skills globally. You also need MATLAB R2021a or later and an AI agent that supports MCP servers.

What does the MATLAB Agentic Toolkit do?▼

It connects your AI agent to a live MATLAB session and provides expert skills for tasks like data analysis, deep learning, optimization, app building, and report generation. This prevents the agent from inventing functions or using outdated APIs.

Which AI agents work with this toolkit?▼

It supports Claude Code, GitHub Copilot, OpenAI Codex, Gemini CLI, and Amp. Any agent that supports MCP servers and the SKILL.md standard can use it.

Can AI agents run and test MATLAB code with this toolkit?▼

Yes. The included MATLAB MCP Server lets agents execute code, run test files, check code quality, and detect installed toolboxes directly in your MATLAB session.

Do I need MATLAB experience to use these skills?▼

No. You describe your goal in plain English, and the agent uses the curated skills to write correct, idiomatic MATLAB code following MathWorks best practices.