Choose a project by the skill you want to practise, the hardware you already own, and the time you can spend. The groups below are a starting map, not a promise that every repository remains unchanged.
Start without hardware
Classroom quiz teaches shared state, writes, reads and results without buying electronics.
Raspberry Pi and sensors
Weather station connects a DHT22 to a dashboard. CPU monitor publishes device telemetry without an external sensor.
Dashboards and physical output
LED dashboard and related projects turn endpoint values into physical displays. Read the repository README and pin requirements before wiring.
AI and MCP
Meow Agent Tools is the route for compatible agents. Keep tokens out of prompts and require approval for destructive operations.
How to choose
| If you want to learn | Start here |
|---|---|
| APIs and JSON | Classroom quiz or Weather Station |
| GPIO and sensors | Weather Station |
| Dashboards | LED dashboard |
| Agent workflows | Meow Agent Tools |
Check before you start
- Read the current README and note the tested software versions.
- Check repository activity, license and open issues before copying a deployment pattern.
- Start with the smallest milestone and keep credentials out of the repository.
- Confirm whether the project needs hardware you do not already own.
Next step
Pick one maintained repository, read its current README, and complete the smallest documented milestone before expanding it.