Ross ROSS = Recommend OSS · open-source software intelligence for agents

Nativ

Local AI, native to your Mac. Chat, serve, monitor, and connect MLX models from one macOS app. observed · 2026-08-28

github.com/Blaizzy/nativ · homepage · Swift · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

80/100

  • Activity 99
  • Release rhythm 99
  • Longevity 3

Flags: young

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: 3.0
  • age_days: 44
  • days_rel: 7
  • days_push: 7
  • n_releases_24m: 11

Full methodology

Adoption not part of the score

1330 stars · 90 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

Nativ is a free, MIT-licensed macOS desktop application for running open AI models locally on Apple Silicon Macs, built on MLX-VLM. It provides a chat interface with streaming, multimodal support (text, image, video, audio), live performance telemetry, a curated model library, and local endpoints for coding agent integrations.

Use cases

  • run open-source LLMs locally on my Mac without cloud subscriptions
  • chat with vision language models and caption images on Apple Silicon
  • transcribe audio and summarize video locally
  • connect coding agents like Claude Code to a local model endpoint
  • monitor tokens per second and memory pressure while running local models
  • fine-tune and run VLMs like PaliGemma, Pixtral, and Molmo on a Mac

When to choose

  • you have an M1+ Mac and want private, offline AI inference with no accounts or subscriptions
  • you want a polished GUI plus multimodal (text, image, video, audio) local model support
  • you need a local OpenAI-style endpoint to power coding agents or other tools

When to avoid

  • you need GPU cluster or CUDA-based inference on Linux servers
  • you want the widest possible model ecosystem or vLLM-style production serving
  • you are on Windows or Linux, since Nativ is macOS/Apple Silicon only

Facets

application · maturity active

llm-inference chatbot speech-recognition tts image-processing video-processing machine-learning large-language-models artificial-intelligence machine-learning self-hosted privacy desktop-applications local-ai mlx apple-silicon vision-language-models multimodal on-device-inference open-source chat-ui macos desktop

3 sources

Member repositories

RepositoryRoleHealth v2
Blaizzy/nativmain80
Blaizzy/mlx-vlmbackend87

For agents

markdown · JSON · MCP: product_card(name="Blaizzy/nativ")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem