neuron-explorer
Qwen3.5‑4B 전용 조향형 뉴런 탐색기, 모든 MLP 뉴런을 밀어 결과를 보관·탐색
언어 모델로 실제 기기를 제어하고, 지원·프레젠테이션용 스크립트 영상 녹화를 제공합니다. 네이티브, 듀얼 엔진, MCP 지원
Language models controlling real devices, plus scripted walkthrough video recording for support and presentations. Native, dual-engine, MCP-ready.
개발 도구Swift · C++GitHub @UnlikeOtherAI온라인운영자 미확인
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LLM-first browser for mac, linux, iOS and Android — control real mobile browsers via mDNS, HTTP API, and MCP
저장소 README에서 가져옴
README 전체를 불러오는 중입니다. 아래는 저장된 발췌입니다.
LLM-first browser for iOS, Android, macOS, and desktop work in progress.
Control real browsers via mDNS discovery, HTTP API, and MCP. AirPlay to Apple TV supported.
Native iOS, Android, and macOS browser apps paired with a Node.js CLI. Language models discover devices on the local network, then control them: navigate, screenshot, read DOM, click, fill forms, scroll, capture network traffic, evaluate JS. Works on real devices, simulators, and emulators. AirPlay an iPhone to an Apple TV and it appears as a second controllable device.README 전문 보기 ↗Native iOS, Android, and macOS browser apps paired with a Node.js CLI. Language models discover devices on the local network, then control them: navigate, screenshot, read DOM, click, fill forms, scroll, capture network traffic, evaluate JS. Works on real devices, simulators, and emulators. AirPlay an iPhone to an Apple TV and it appears as a second controllable device.
No emulators pretending to be phones. No persistent content scripts. No browser extensions. Real browsers on real hardware, fully controllable by LLMs.
| Target | Status | Notes |
|---|---|---|
| iOS | Done | Main mobile platform, actively usable |
| Android | Done | Main mobile platform, actively usable |
| macOS | Done | Desktop app is usable |
| Linux | In progress | Desktop shell exists, still evolving |
| Windows | In progress | Runs and is controllable: native chrome, tabs, navigation, DOM, eval, screenshots over loopback HTTP/MCP. Not yet released |
| CLI | Done | Main control surface for devices |
npm install -g @unlikeotherai/kelpie
Published releases also attach Android artifacts plus Linux .tar.gz, .deb, .rpm, and .AppImage downloads. GitHub Pages publishes Linux package repositories for apt and dnf from the same release flow.
kelpie discover — lists all Kelpie instances on your networkkelpie navigate --url https://example.com — or connect your LLM via MCP_kelpie._tcp, CLI auto-discovers them +-----------+ +-----------+ +-----------+ +-----------+
| Kelpie | | Kelpie | | Kelpie | | Apple TV |
| (iPhone) | | (iPad) | | (Android) | | (AirPlay) |
| HTTP+MCP | | HTTP+MCP | | HTTP+MCP | | HTTP+MCP |
| mDNS | | mDNS | | mDNS | | mDNS |
+-----+-----+ +-----+-----+ +-----+-----+ +-----+-----+
| | | |
+-------+-------+-------+-------+-------+-------+
| |
+------+---------------+------+
| Kelpie CLI |
| (Node.js / MCP) |
+-------------+---------------+
|
+----+----+
| LLM |
+---------+
apps/
ios/ iOS app (Swift, SwiftUI, WKWebView) + Apple TV via AirPlay
android/ Android app (Kotlin, Jetpack Compose, WebView)
macos/ macOS app (Swift, SwiftUI, WKWebView + CEF)
packages/
cli/ Node.js CLI and MCP server
docs/ Product brief, architecture, API reference, CLI docs
| Doc | Description |
|---|---|
| Product Brief | What, why, how, MVP scope |
| Architecture | Components, data flow, protocols |
| Tech Stack | Platform choices, dependencies |
| Feature Catalogue | Every user-facing feature |
| API Reference | All HTTP/MCP methods |
| CLI Reference | Commands, flags, group operations |
Kelpie uses AppReveal only for debug automation. The CLI helper and the in-app library are separate things, and the in-app SDK must never ship in release builds. See docs.md.
MIT