Let your agent run smart-home automations
Connect your agent to Home Assistant via MCP and route automations that need judgement through it; talk to it with an ESP32 voice device.
Real AI agent use cases, with sources and setup prompts
Short answer: Connect a coding agent such as Claude Code, Codex or Cursor to your electronics tools and describe the board you want. The most direct routes below are an MCP server that designs the circuit, routes the PCB, runs checks and exports a KiCad project, or KiCad's own API so the agent edits the open board and runs electrical and design rule checks with kicad-cli. For simpler builds, describe an Arduino, ESP32 or Raspberry Pi project and get a wiring diagram, parts list and firmware. Treat the output like a junior engineer's draft: check footprints, power and clearances yourself and order a small prototype batch before anything else.
PCB, schematic and microcontroller projects people built by talking to coding agents, from live KiCad editing to Arduino wiring plans. 15 matching use cases below, each with a public source.
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Connect your agent to Home Assistant via MCP and route automations that need judgement through it; talk to it with an ESP32 voice device.
Blueprint is a free tool that works like a coding agent for electronics. You describe the Arduino or Raspberry Pi project you want and it returns wiring diagrams, a parts list and step-by-step assembly instructions.
A Chinese builder wired a small ESP32 desk robot to a gateway on his computer. Call it by one nickname and the question goes to his local Claude Code; call it by another and it is routed to a Gemini model. He plans the same name-based wake-up for each of his Grok Bots.
A developer built computer use for iPhone: a small iOS app streams the screen to a server, the server offers MCP tools to Codex, and an Arduino acting as a mouse taps the phone wherever Codex points.
A maker built a physical voice interface for his own AI agent on an ESP32, powered by Hermes Agent from Nous Research, and documented the build in a 16-part thread.
HeyPCB is an MCP server that lets a coding agent design circuits, route the PCB, run checks, export a real KiCad project and generate an enclosure. It plugs into Claude Code, Codex, Cursor, ChatGPT and other MCP clients, so you describe the board you want in chat.
A hardware builder turned on KiCad's API so a coding agent can work on the open board instead of on exported files. Through kicad-python the agent moves footprints, changes nets and adjusts copper in the running editor, and it runs electrical and design rule checks with kicad-cli.
Konnect is a KiCad 10 plugin that lets Claude and other assistants design schematics and PCBs over MCP: 228 tools for schematic capture, layout, routing, ERC/DRC checks, JLCPCB part search and manufacturing exports, with skills that teach Claude KiCad conventions.
A developer applied a published speed-up method from Anthropic to his battery-powered ESP32 display with Claude Code. He then packaged the process as a Claude Code skill that works on other software too.
His ESP32-S3 desk display shows his Claude Code and Codex 5-hour and weekly usage when idle. The PC pushes the numbers over Wi-Fi so credentials stay on the PC, and it backs off when rate-limited.
A hardware designer who knows nothing about Blender gave GPT-6.1 Sol access to two folders: one with a PCB he designed and one with an empty Blender project. He asked for a 3D visualization of the board's electromagnetic behavior, aiming to make it easy to see rather than engineering-accurate.
His agent sat stuck at 3 a.m. waiting for approval while he slept, so a developer built a pink ESP32 desk box that shouts at him in Shanghainese when an agent finishes, fails or needs a yes.
Built Copperhead, described as Cursor for circuit boards, to help design electronics with an AI agent.
Chiplab is an MCP platform that lets agents compile, simulate and validate firmware on the actual target chip without physical hardware, for testing, porting to a new chip or debugging a HardFault.
Used AI to recreate a $4,000 piece of audio hardware as a software plugin from schematics, patents and ROMs.
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