A free, local Whisper app that dares you to audit it
Ghost Pepper runs speech-to-text and meeting transcription entirely on your Mac, then publishes its own AI-reviewed privacy audit so you don't have to trust the README.

What it does Ghost Pepper is a menu-bar macOS app that transcribes your voice and meetings using open-source Whisper and Qwen models running locally on Apple Silicon. Hold Control, speak, release; it pastes the cleaned-up text wherever your cursor is. For meetings, it records, transcribes, and spits out a markdown summary — all without touching a cloud API.
The interesting bit
The author didn’t just claim “local-only.” He had Claude review the entire codebase, published the exact audit prompt and file-level results in PRIVACY_AUDIT.md, and dares you to rerun it yourself. That’s a refreshingly paranoid posture in a space where competitors have raised $80M to do the same thing with servers.
Key highlights
- Zero-cloud by default: Core features use WhisperKit, LLM.swift, and Apple Vision; optional cloud integrations (Zo AI, Trello) are disabled and require your own keys.
- Model buffet: Five speech models from 75 MB English-only Whisper tiny up to 900 MB Qwen3-ASR for 50+ languages; three cleanup LLMs sized for speed vs. quality tradeoffs.
- Enterprise-friendly: Ships with exact Bundle ID, Team ID, and PPPC payload specs for MDM pre-approval — a nice touch for managed Macs.
- Open source, MIT licensed: Build from
GhostPepper.xcodeprojin Xcode if you don’t trust the DMG.
Caveats
- Apple Silicon only, macOS 14+: Intel Macs need not apply.
- Accessibility permission required: The global hotkey and simulated keystrokes need it, which means Gatekeeper warnings and potential IT friction on locked-down machines.
- Model downloads are one-time but from Hugging Face: Not a privacy leak, but your first run pulls ~500 MB–1.4 GB depending on model choice.
Verdict If you want dictation or meeting notes without wondering where your voice data sleeps, this is a strong contender — especially since the code is auditable and the price is zero. If you’re on Intel, need cross-platform sync, or want polished SaaS polish, look elsewhere.