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

mainframecomputer/fullmoon-ios

chat with private and local large language models observed · 2026-08-28

github.com/mainframecomputer/fullmoon-ios · homepage · Swift · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

33/100

  • Activity 20
  • Release rhythm 40
  • Longevity 49
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: 5
  • age_days: 694
  • days_rel: 583
  • days_push: 485
  • n_releases_24m: 6

Full methodology

Adoption not part of the score

2267 stars · 219 forks observed · 2026-08-28

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

fullmoon is a free, open-source iOS/iPadOS/macOS/visionOS app for chatting with local large language models, built on Apple's MLX Swift framework and optimized for Apple silicon. All chats run fully offline on-device with local history storage and customizable appearance.

Use cases

  • chat with LLMs offline on iPhone
  • run private local language models on-device
  • chat with Llama 3.2 on iPad
  • use DeepSeek-R1 distill models locally on Mac
  • keep AI conversations private without internet
  • customize a local chatbot's system prompt and theme

When to choose

  • you want private, fully offline LLM chat on Apple devices
  • you prefer on-device inference over cloud APIs
  • you want a simple native iOS/macOS chat UI for small local models

When to avoid

  • you need large frontier models that exceed on-device memory
  • you need Android, Windows, or Linux support
  • you want cloud-hosted models or team features

Facets

application · maturity active

llm-inference chatbot chat-interface large-language-models artificial-intelligence privacy apple-ecosystem local-llm on-device-inference mlx offline-chat iphone ipad visionos ios macos swift apple-ecosystem

2 sources

Member repositories

RepositoryRoleHealth v2
mainframecomputer/fullmoon-iosmain33

For agents

markdown · JSON · MCP: product_card(name="mainframecomputer/fullmoon-ios")

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