BYOAIK (Bring Your Own AI Key) is a directory of AI tools that run on your own API key.
MLX LM
Run and fine-tune language models on Apple silicon, entirely on the laptop in front of you.
- Category:
- Fine-Tuning and Training
- Maintenance:
- Actively developed (last commit today)
- Pricing:
- Open Source
- Open source:
- Yes (MIT)
- Self-hostable:
- Yes
- Local-first:
- Yes
- Platforms:
- CLI, Desktop, Local-only, Self-hosted, Docker
- AI providers (bring your own key):
- Ollama, Custom / OpenAI-compatible
- API key storage:
- No cloud key required for local model
- Key risk level:
- LOW
- Trust score:
- 87/100
MLX LM runs, quantises and fine-tunes language models on Apple silicon through Apple's own MLX framework, with LoRA training that fits on a MacBook. It is the most accessible entry point in this category: no cluster, no cloud account, no key, and the model and data never leave the machine. From Apple's machine learning research group. MIT.
How this tool was scored
Key handling 93/100 (where your key rests and who sees it, comparable across any licence) and verifiability 70/100 (how much of that BYOAIK could confirm, lower for closed source). Neither contains a popularity signal.
- Key Safety 25/25: No cloud key is needed at all. The model runs locally.
- Request Routing 17/20: Requests go straight from you to the AI provider.
- Transparency 20/20: Source is public under MIT, so anyone can check how the key is handled.
- Privacy 14/15: Local-first: it works without sending your data anywhere. Can be self-hosted, so the data path stays inside infrastructure you control.
- Maintenance 10/10: Actively developed, with commits within the last three months.
- Verification Confidence 1/10: Compiled from public documentation by an AI-assisted pass, not independently confirmed.
What was checked
Verification tier RESEARCH_ASSISTED, derived from the evidence below and not set by hand.
- [REPORTED · RESEARCH] This listing was compiled by an AI-assisted research pass over the tool's public website, README and documentation. No person independently confirmed it.
- [CONFIRMED · SOURCE_SCAN] Most recent commit 2026-09-29, about 0 month(s) ago. source
How your API key is handled
Key handling varies. Requests are sent directly to the AI provider. Because it can be self-hosted, your key never has to touch a third-party backend.
Setup
Add your provider API key in settings and choose a model.