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

signerlabs/Klee

A native macOS AI chat app powered by MLX. 100% local inference on Apple Silicon, no cloud required. Built with ShipSwift. observed · 2026-08-28

github.com/signerlabs/Klee · homepage · Swift observed · 2026-08-28

Health v2 · maintenance only

56/100

  • Activity 73
  • Release rhythm 43
  • Longevity 39

Flags: no_license

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 552
  • days_rel: 167
  • days_push: 166
  • n_releases_24m: 1

Full methodology

Adoption not part of the score

1762 stars · 135 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Klee is a native macOS AI chat application that runs large language models entirely on-device using Apple's MLX framework on Apple Silicon. It requires no cloud, account, or API key, and supports tool calling, vision models, and optional web search.

Use cases

  • chat with LLMs locally on my Mac without cloud
  • run open-source models on Apple Silicon
  • private AI assistant that keeps data on device
  • AI agent that can read and write files and run shell commands
  • chat with images using vision language models locally
  • download and try quantized MLX models with one click

When to choose

  • you have an Apple Silicon Mac with 16GB+ RAM and want fully local LLM inference
  • privacy matters and conversations must never leave your device
  • you want a lightweight native app instead of Electron or Docker-based solutions
  • you want built-in tool calling for files, shell, and web search

When to avoid

  • you need cloud-scale models or GPU cluster inference
  • you're on Windows, Linux, or Intel Macs
  • you need a server-side API or multi-user deployment
  • you require a permissive open-source license for redistribution (no license is specified)

Facets

application · maturity active

llm-inference chatbot agent-framework mcp machine-learning large-language-models artificial-intelligence apple-ecosystem privacy self-hosted mlx apple-silicon local-inference swiftui on-device-llm no-cloud tool-calling vision-models ai-agents macos desktop swift

2 sources

Member repositories

RepositoryRoleHealth v2
signerlabs/Kleemain56

For agents

markdown · JSON · MCP: product_card(name="signerlabs/Klee")

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