AI Dev Impact Lab JA
← Languages ranking · 2026-08
PROGRAMMING LANGUAGE

Swift

GitHub repositories whose primary language is Swift with AI relevance score ≥ 40 — LLMs, agents, chatbots, RAG and more, tracked monthly.

183
AI repos
21
solo dev
55
with tool sigs
1,820
top 40 stars

REPOS Swift AI repos (top 40 by stars)

uzairansaruzi/hermex

Native iPhone app for your Hermes agent

1,119 AI 70 Solo 2 sig live ↗
johnbean393/KeyType

An open-source Cotypist with macOS system wide AI autocomplete

451 AI 70 2 sig
inceptyon-labs/gargantua

Native macOS system cleaner with YAML-driven safety rules, local AI explainability via MLX, and an MCP server for agent-controlled cleanup workflows.

74 AI 45 live ↗
Lobobodev/CodexBarMenuBar

See AI usage at a glance in macOS menu bar — no need to open CodexBar!直接在 macOS 菜单栏看 AI 用量,无需打开 CodexBar,35+ 提供商一眼可见

33 AI 70
asaptf/swift-extract

Typed structured extraction from PDFs, photos & text via any LLM — Instructor for Swift, document-first

23 AI 70
htahaozlu/context-bar

Usage and cost visibility for Claude Code and Codex — native macOS menubar app + cross-platform terminal CLI (npm, cargo, crates.io). ccusage-class reports, live 5h-block TUI, pure-Rust engine. Cost numbers are API-equivalent estimates.

13 AI 70 Solo live ↗
Livin21/pitstop

macOS menu bar app that tracks usage limits and switches accounts across Claude Code, Claude Desktop, and OpenAI Codex — one click to flip when one hits its rate limit.

12 AI 60 1 sig
xt1990xt1990/Claude-Code-Hub-Bar

一个非官方的 macOS 菜单栏客户端,用来配合 Claude Code Hub 使用。

10 AI 75
emrecanozturk/intentflow-ios

Workflow-first, AI-ready iOS architecture with typed effects, manifests, SwiftUI/UIKit examples, and agent-safe code generation.

8 AI 70 Solo 4 sig live ↗
lapidakis/Deckard

Mac-resident MCP server: securely proxies Mail / Calendar / Drive / Contacts to AI agents over stdio or Tailnet HTTP, with ACLs, secret redaction, prompt-injection tagging, and an audit log.

7 AI 45 1 sig
RedHillsMediaFL/caix

caix — native Apple Core AI inference server for Apple silicon (beta): OpenAI/Anthropic API, dashboard, streaming chat with tools/skills/MCP, MTP speculative decoding.

6 AI 70 live ↗
Bread-bang/claude-usage

Native macOS menu bar app showing Claude Code usage (session / weekly / Sonnet / credits) — no backend, notarized, brew install

5 AI 100 Solo live ↗
YogevKr/rai

Shepherd your coding-agent flock — a native macOS window for herdr: who's working, who's stuck, who's bleating for approval

4 AI 100
anzy-renlab-ai/mypet

Fluffy desktop cat that eats your Claude Code tokens. macOS 13+, SwiftUI, zero deps.

4 AI 70 1 sig
tankxu/gesture-approve

Approve/reject Claude Code & Codex tool calls with a hand gesture — native macOS notch card, on-device recognition.

4 AI 45
Jasjah/agent-signaller

🚦 Always-visible macOS traffic light for AI coding agents. One glanceable dot per Claude Code / Codex session — red working, yellow waiting, green done — floating across every Space. Click a dot to jump to its terminal tab.

3 AI 100
Alexanderava/JPetRemAI

AI Desktop Pet for macOS with Local LLM Support

3 AI 75
meduzkin/claude-usage-bar

macOS menu-bar widget for AI coding agents — desktop notifications when Claude Code blocks on a permission prompt, threshold alerts on usage windows, and unified usage bars across Claude / Codex / Gemini / Copilot.

3 AI 75
pokekarten/igentic-iphone

Privacy-first iPhone AI Runtime Layer for local agents, secure App Intents, and controlled delegation.

3 AI 45 1 sig
ysys143/texterm

A macOS terminal that renders inline LaTeX math from Claude Code / Codex

3 AI 45 1 sig
microcross/claude-usage-bar

A tiny native macOS menu bar app that shows your Claude usage as two donut rings — session and weekly — with a click-through details panel.

2 AI 100
awen11123/usage-pet

macOS 桌面像素宠物,实时显示 Claude / Codex 用量额度 · A floating pixel pet showing your AI usage limits

2 AI 70
envibagus/cortex

A native macOS control center for your local AI stack: Claude Code sessions, costs, skills, agents, MCP servers, hooks, memory, repos, and ports. SwiftUI, dependency-light.

2 AI 70 1 sig
git-abhisar-singh/TerminalPad

AI agent launcher for Mac — launch Claude Code, Gemini CLI, Ollama, OpenCode, Cursor & every CLI you've installed in one keystroke. Free, open-source, native macOS. By Abhisar Singh.

2 AI 70 Solo live ↗
verticalrectangle/Enclave

Native iOS client for agentic coding CLIs — join, watch and steer a live agent session from your phone, sealed end-to-end. First integration: oh-my-pi (omp).

2 AI 70
jbouchery/claudometer

macOS menu bar meter for your Claude Code plan usage — 5h/7d rate-limit windows, account-switch aware, alerts when a saturated quota frees up.

2 AI 70
amrshawqy/backtrace

A fast, private native macOS session manager for Codex, Claude Code, Grok Build, and OpenCode.

2 AI 70
tam-nguyen-coder/claude-tracker
2 AI 50
vidocsecurity/computer-police

Local supply-chain firewall that blocks malicious npm and PyPI installs before they touch your disk. For laptops, CI, and agents.

2 AI 45 1 sig live ↗
PedroPCardoso/ClaudeAccountSwitcher

Native macOS menu-bar app for switching between isolated Claude Code accounts

2 AI 45 Solo 1 sig live ↗
jtvargas/buzz-ios-client

Native Swift/SwiftUI iOS client for Buzz — Nostr-based messaging for human-agent collaboration

2 AI 45
monokano/Glow-Ai

Adobe Illustratorファイルを作成バージョンと同じIllustratorで自動的に開く

2 AI 40
FlyTOmeLight/claudegrain

Granular Claude Code usage in your menu bar — per-repo / per-tool / per-MCP / cache-hit attribution

1 AI 100
iuin8/open-pet-agent

macOS 桌面 AI 桌宠平台:可换装多形象(弹力球/史莱姆/Shimeji/Live2D/精灵图)+ GPU falling-sand 雪雨物理 + 桌面感知 + LLM 对话 + 外部 Agent 感知|A pluggable macOS desktop AI pet platform — swap orb/slime/Shimeji/Live2D/sprite pets, GPU falling-sand snow & rain, desktop awareness, LLM chat & Claude Code/Codex sensing

1 AI 100 2 sig
marinsokol5/agent-manager

macOS menu-bar app + CLI for juggling multiple Claude Code and Codex accounts on one machine — isolated logins, parallel sessions, live usage tracking, and scheduled usage-window warm-ups.

1 AI 100 2 sig
sjsispp/claude-notifier

claude notifier

1 AI 75
fansea0/claude-traffic-light

claude 红绿灯,可视化claude工作过程

1 AI 75
gdleyka-stack/pixel-cursor-macOS

pixel cursor macOS

1 AI 75
Franzferdinan51/IOS-Agent-App

My personal agent app

1 AI 75
cbusillo/context-panel

macOS widget for tracking AI usage limits across AI providers

1 AI 70 1 sig

RELATED Other languages · full languages ranking →

Python

9,795

TypeScript

4,327

JavaScript

3,220

HTML

2,085

Shell

866

Jupyter Notebook

720

Rust

453

Go

422

Java

240

Aggregated by GitHub-detected primary_language; AI relevance ≥ 40 only. methodology