A serverless, mobile-native AI agent. One APK. Runs on your phone. Not in a datacenter.
A butler locked in your datacenter is not a butler. A butler walks where you walk.
PocketClaw v0.4.1 is live on real hardware. Download the APK โ
One install โ no server, no Docker, no terminal, no API key required.
| ๐ฌ Chat + Add Skills | โจ Skills Dashboard | โ๏ธ Settings |
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| "Add a websearch skill" โ Done. | Built-in + unlimited custom skills | Local LLM โ Cloud API one-tap switch |
Most AI agents today live on your laptop โ Docker, Node.js, terminal. That's great if you're a developer at your desk.
But most of the time, you're not at your desk. You're on your phone.
PocketClaw is a different take: what if the agent lived in your pocket from day one?
Desktop Agents PocketClaw
โโโโโโโโโโโโโ โโโโโโโโโโ
๐ป Docker / Node.js ๐ฑ One APK install
๐ Dies when you leave home ๐ถ Walks with you
๐ Needs a server ๐ด Runs locally, no server
๐ฐ $15-40/month API costs ๐ Free with on-device LLM
๐จโ๐ป Developers only ๐ค Anyone
Option A โ Download APK (easiest)
Go to Releases, download PocketClaw-v0.4.1-debug.apk, install on your Android phone.
Option B โ Build from source
cd PocketClaw/android
./gradlew assembleDebug
adb install -r app/build/outputs/apk/debug/app-debug.apkUses on-device Qwen3 by default (free, offline). Toggle to Cloud API in Settings if you want.
PocketClaw can act, not just chat. 16 built-in tools with 4-level security:
| Category | Tools | Security |
|---|---|---|
| Files | read ยท write ยท list ยท delete | L0-L2 |
| Clipboard | read ยท write | L0-L1 |
| Web | search (DuckDuckGo) | L0 |
| Schedule | create ยท list reminders | L0-L1 |
| Apps | launch any installed app | L1 |
| Messaging | send via Telegram | L2 |
| Screen | read ยท tap ยท swipe ยท input ยท back | L0-L3 (experimental) |
L0 = auto-approve ยท L1 = first-time grant ยท L2 = confirm every time ยท L3 = confirm + auto-revoke
You: "ๆไธไธๆๅคฉๅไบฌ็ๅคฉๆฐ"
PocketClaw: "ๆๆฅๅธฎไฝ ๆฅ๏ผ"
โ [T:web_search:ๅไบฌ ๆๅคฉ ๅคฉๆฐ]
โ "ๆๅคฉๅไบฌๆด๏ผๆ้ซ 22ยฐC๏ผๆไฝ 8ยฐC"
AI agents that can act on your behalf need to be trustworthy. PocketClaw uses 4 layers:
| Layer | What it does |
|---|---|
| PermissionGuard | Every tool has a risk level (L0-L3). High-risk tools require explicit user confirmation via dialog. |
| PathSandbox | File tools can only access /PocketClaw, /Download, /Documents. System paths blocked. |
| RateLimiter | Max tool calls per turn. Cooldown between calls. Consecutive-fail circuit breaker. |
| AuditLog | Every tool invocation is logged and viewable in Settings. |
| Local Mode | Cloud Mode | |
|---|---|---|
| Model | Qwen3-1.7B (Q8_0) | MiniMax-M2.5 |
| Runs on | Your phone (llama.cpp) | DashScope API |
| Privacy | 100% offline | Data sent to cloud |
| Cost | Free | ~ยฅ40/month |
| Switch | One tap in Settings | One tap in Settings |
PocketClaw isn't stateless. It builds a memory of who you are:
- Preferences โ "I like braised pork" โ remembered
- Habits โ "I always check news in the morning" โ learned
- Relationships โ "My mom's name is Li Wei" โ stored
- Facts โ "My office is in Zhongguancun" โ noted
Your claw grows through 5 stages as you interact: Larva โ Hatchling โ Juvenile โ Adult โ Elder.
โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
โ SINGLE APK โ
โ โ
โ Input โ SOUL Prompt โ LLM โ ToolParser โ
โ (Assembler) (Local (Parse [T:] โ
โ or Cloud) markers) โ
โ โ โ
โ PermissionGuard โ
โ โ โ
โ ToolExecutor โ
โ (Execute + Audit) โ
โ โ โ
โ Second-pass LLM โ
โ (Final reply) โ
โ โ
โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
PocketClaw/android/app/src/main/java/
โโโ com/pocketclaw/
โ โโโ app/ # App layer (23 files)
โ โ โโโ ui/ # Chat ยท Memory ยท Skills ยท Settings
โ โ โโโ messaging/ # Telegram ยท Discord ยท Feishu ยท Slack
โ โ โโโ service/ # ScreenControl ยท TaskWorker
โ โ โโโ api/ # DashScopeProvider
โ โโโ claw/ # Intelligence layer (27 files)
โ โโโ tools/ # 16 tools + Parser ยท Executor ยท Registry
โ โโโ security/ # PermissionGuard ยท AuditLog ยท PathSandbox
โ โโโ prompt/ # SOUL ยท PromptAssembler ยท ContextBudget
โ โโโ bond/ # BondEngine ยท Memory ยท Growth
โ โโโ skills/ # SkillRouter ยท CustomSkill
โโโ com/llmhub/llmhub/ # Engine layer (42 files, fork)
โโโ inference ยท chat ยท model ยท TTS
PocketClaw stands on the shoulders of the open-source AI agent community:
- OpenClaw (294Kโ ) โ pioneered the personal AI agent category
- NanoClaw (20Kโ ) โ showed that security-first design matters
- ZeroClaw (25Kโ ) โ proved Rust can build lightweight agents
- LLM Hub โ provided the on-device inference engine we built upon
Our different bet: agents should be mobile-native and serverless from day one, not desktop-first with mobile as an afterthought.
- On-device LLM (Qwen3 via llama.cpp)
- Cloud API mode (DashScope)
- 16 built-in tools with 4-layer security
- Bond growth system (5 stages)
- Custom skills via chat
- STT + TTS
- 4-platform messaging bridge
- Auto-download models (no ADB needed)
- Home screen Widget
- Vision (screenshot + multimodal)
- APK size optimization (420MB โ <200MB)
- iOS companion
PocketClaw is in active development. We'd love help with:
- Android โ better mobile agent UX
- Prompts โ tuning SOUL prompts for different LLMs
- Security โ auditing the permission/sandbox model
- i18n โ the app supports 18 languages
MIT License. See LICENSE.
๐ฆ Let your AI walk with you.
PocketClaw โ Project Carcinization