AI Dev Impact Lab JA
← Languages ranking · 2026-05
PROGRAMMING LANGUAGE

Swift

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

18
AI repos
2
solo dev
9
with tool sigs
12
top 18 stars

REPOS Swift AI repos (top 18 by stars)

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.

6 AI 45 1 sig
htahaozlu/context-hud

Local-first repository context and native macOS HUD for Claude Code and Codex.

4 AI 70 Solo live ↗
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.

1 AI 45 2 sig
zaneenders/scribe

Ai agent

1 AI 45
FlyTOmeLight/claudegrain

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

0 AI 75
hammadnaseem342/CommAssist-AI

AI-powered communication assistant featuring sign language recognition, speech-to-text, text-to-speech, FastAPI backend, and iOS UIKit integration.

0 AI 75
cbusillo/context-panel

macOS widget for tracking AI usage limits across AI providers

0 AI 70 1 sig
nerkza/claudemaxx

Claude Code account switcher for macOS

0 AI 70
JUNERDD/claude-gateway

Native macOS gateway that routes Claude Desktop and Claude Code to configurable Anthropic-compatible upstream providers through a local endpoint.

0 AI 65 Solo 2 sig live ↗
workblock100/ReplyAII
0 AI 50 1 sig
rosswoodhurst/macos-voice-agent
0 AI 50 1 sig
public-afant/claude-codex-usage-menubar
0 AI 50
monokano/Glow-Ai
0 AI 50
nyshk97/ide

自作 IDE (cmux + Ghostty + Claude Code 統合, macOS only)

0 AI 45 1 sig
EthanSK/macos-widgets-stats-from-website

Native macOS WidgetKit widget showing scraped LLM-usage numbers (Codex / Claude Code / etc.) — configure once, see at a glance.

0 AI 45 1 sig live ↗
can4hou6joeng4/TokenIsland

macOS notch panel showing live Claude Code and Codex CLI agent status with today token usage

0 AI 45
bjamba/tokade

macOS menu bar app for Claude usage and budget tracking

0 AI 45 1 sig
robzilla1738/hangar

Native macOS terminal for managing agentic CLI workflows (Claude Code, Codex CLI, Hermes)

0 AI 45

RELATED Other languages · full languages ranking →

Python

863

TypeScript

489

JavaScript

273

HTML

175

Shell

93

Jupyter Notebook

57

Rust

51

Go

50

Java

24

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