mcp-server

Jumpstarter: Simplify Hardware Testing

Name: Jumpstarter: Simplify Hardware Testing
Author: jumpstarter-dev

Founders get easy hardware testing for software. For those using automation and embedded systems.

From the repo · “Hardware testing for the software world. Real or virtual, local or remote, human, automated or agentic.”

228 stars+2★ this week42 forksPythonGuide quality 8/10 · reviewed Jul 13Updated 10/21/2026100% free · open source

What it does

Jumpstarter allows founders to easily test their software on various hardware configurations, both physically and virtually, to ensure compatibility and reliability.

When to use it

•When developing software that interacts with embedded systems or automation hardware
•When needing to test software on multiple hardware configurations without physical access to each device
•When automating testing for software that requires human or agentic interaction

Ready-to-paste prompt

python -m jumpstarter.client --config config.yaml --test my_software_test --hardware raspberry_pi

Heads up: Ensure you have Python 3.8 or later installed, as Jumpstarter is not compatible with earlier versions of Python

Saves to your device

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

✅ Light setup

Installs with a command or two; your AI agent can do it for you.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/jumpstarter && curl -fsSL https://workflowstacks.com/api/skills/jumpstarter/claude-skill -o ~/.claude/skills/jumpstarter/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

How Jumpstarter: Simplify Hardware Testing works

Codeflow

Free to inspect

Jumpstarter: Simplify Hardware Testing is a very large Python project (~207k lines across 868 code files, plus 32 test files). Setup is light: installs like a normal app. Reading the code is optional. Last commit this month, Apache-2.0 license, has a test suite.

Size

Very large codebase

~207k lines · 868 code files · days to read — use, don't read

Setup

One-command install

Installs like a normal app. Reading the code is optional.

Runs on

Python

No API keys detected

Python 69%Go 27%Shell 1%Rust 1%Makefile 1%

Where to start reading

1
README.md
Start here — what it does and how to install it
2
CLAUDE.md
The instructions the AI actually follows
3
demo/.ruff.toml
A worked example — copy this to get going

What's in each folder

docs/Documentation146 files

demo/Examples you can copy8 files

python/Folder1008 files

controller/Folder302 files

rust/Folder11 files

protocol/Folder10 files

e2e/Tests — proof it works55 files

.github/CI / automation (GitHub Actions)19 files

READMEHas testsDocumentedCI checksExamples includedApache-2.0 licenseUpdated this month