Sensbench

Sensbench

SensBench
+
+

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About

Copperhead is an open source AI engineering platform that helps hardware teams design, verify, and ship circuit boards. You describe a change or provide a product brief, and the agent edits real KiCad files, updates the documents that reference them, and runs KiCad’s own checks until they pass. Its end-to-end workflow moves through specification, architecture, parts selection, schematic, layout, outputs, firmware, and development planning, with each stage required to leave a real artifact on disk before the next begins. Gates verify budgets, subsystem reasoning, datasheet-backed part numbers, ERC-clean schematics, DRC-clean layouts, generated Gerbers, firmware sources, and written bring-up plans. Copperhead is also designed for existing boards: point it at a KiCad repository, initialize the project, and ask for changes. Edits are surgical changes to KiCad source files, keeping diffs small and reviewable while untouched portions remain unchanged.

About

Sensbench is a browser-based circuit and microcontroller simulator for learning, prototyping, and testing Arduino, ESP32, Raspberry Pi Pico, and other supported boards. Users place virtual boards and components on a breadboard, connect circuits, edit sketches, compile firmware, and run it in an emulated microcontroller while viewing serial output and component behavior. It also supports SPICE analog simulation and mixed digital-analog circuits. Guided examples and virtual sensors, displays, LEDs, relays, and other parts are included. An optional AI builder turns a written project request into a parts list, wiring plan, and firmware, while an MCP server lets compatible AI clients operate the workbench. The core simulator is free to use in a web browser; optional AI credits and subscription plans add AI usage and project features. Sensbench also sells physical project kits with pre-flashed boards and guides, including kits designed to connect to Home Assistant over local Wi-Fi.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Hardware engineers and electronics teams searching for a solution to design, modify, document, and verify circuit boards with an AI agent working directly on real KiCad projects

Audience

Makers, students, educators, Home Assistant users, and embedded developers who prototype ESP32 and Arduino projects in the browser and build local smart-home devices.

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Not Supported

API

Offers API Supported

Screenshots and Videos

Screenshots and Videos

No images available

Pricing

$49 per month
Free Version Supported
Free Trial Not Supported

Pricing

$0
The circuit simulator is free, and a free account includes one AI build per day. AI credits cost $1.99 for 5 builds or $6.99 for 20 builds; credits do not expire. Maker is $14.99/month and includes 12 AI builds per day, unlisted projects, and priority compilation. Pro is $19.99/month and includes 50 AI builds per day, private projects, and export features. Physical kits are sold separately.
Free Version Supported
Free Trial Not Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Supported
Webinars Not Supported
Live Online Supported
In Person Not Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Company Information

Copperhead
Founded: 2026
India
copperhead.sh/

Company Information

SensBench
sensbench.com

Alternatives

Alternatives

MPLAB Mindi Analog Simulator

MPLAB Mindi Analog Simulator

Microchip Technology
fabPlane

fabPlane

TensorFleet
TINACloud

TINACloud

DesignSoft

Categories

AI Coding Agents Supported

Categories

Circuit Simulation Supported

Integrations

Claude Code Not Supported
Claude Desktop Not Supported
Cursor Not Supported
JSON Supported
KiCad EDA Supported
Model Context Protocol (MCP) Not Supported

Integrations

Claude Code Supported
Claude Desktop Supported
Cursor Supported
JSON Not Supported
KiCad EDA Not Supported
Model Context Protocol (MCP) Supported
Claim Copperhead and update features and information
Claim Copperhead and update features and information
Claim Sensbench and update features and information
Claim Sensbench and update features and information