raylanlin/smarttune-cli — SmartTune CLI — Multi-platform flight log analysis & tuning advisor (ArduPilot + Betaflight + PX4)

Description and use

SmartTune CLI lets AI assistants talk to flight‑log tools (ArduPilot, Betaflight, PX4) through the Model Context Protocol, giving a standardized way to plug agents into real‑world data and tuning workflows. Its Python‑based CLI/SDK, recent activity (updated 2026‑08‑13) and solid GitHub signals make it straightforward to evaluate and integrate as a pilot project. With strong adoption cues and no major red flags, the project is production‑ready enough for a serious OSS trial.

Problem

raylanlin/smarttune-cli helps connect AI assistants to real tools and data through a standard protocol.

Outcome

High for an OSS candidate: recent activity, adoption, and ecosystem signals are strong enough for a serious pilot.

Workflow

• connect AI agents to tools
• ship Model Context Protocol servers
• standardize integrations

Evidence

SmartTune CLI — Multi-platform flight log analysis & tuning advisor (ArduPilot + Betaflight + PX4)

Source