📱 The first fully functional, standalone AI assistant for mobile devices with powerful tool-calling capabilities 📱
Operit AI is the first fully functional AI assistant application on mobile devices that runs completely standalone (except for external API calls) on your Android device. It features powerful tool-calling capabilities, Deep Search, workflows & automation, an intelligent Memory Vault, and highly customizable User Personality and Character Cards, with MNN/llama.cpp local inference, an MCP/Skill ecosystem, and a multi-language UI. It's more than just a chat interface—it's an all-in-one assistant deeply integrated with Android permissions and various tools, now featuring a built-in Ubuntu 24 Environment for unprecedented functionality.
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Complete Ubuntu 24 system with support for vim, MCP, Python, and more—run complex Linux commands and automation tasks on your phone AI automatically categorizes memories, supports time-based query/import/export/auto-summary, and intelligently searches conversation history Natural continuous conversations with local/cloud TTS + local STT, custom voice tones, voice/specific-audio wake-up, and auto read-aloud |
Support for MNN / llama.cpp local models (GGUF)—run AI completely offline to protect your privacy Customize AI personality and speaking style, with character card backup/export (Tavern/JSON)/QR sharing and independent histories; supports AI-to-AI chats 40+ built-in tools + MCP/Skill marketplace plugins + toolkits/workflows, including AutoGLM auto-click agent, drawing/image search, AI-to-AI & self-awareness tools, scheduled tasks, and a prompt marketplace |
📦 Built-in Tool System (Click to expand)
| Tool Category | Features |
|---|---|
| 🐧 Linux Environment | Complete Ubuntu 24 with apt package management, Python/Node.js runtime, custom repositories |
| 📁 File System | Read/write files, search, compress/decompress, format conversion, Git integration, syntax checking |
| 🌐 Network Tools | HTTP requests, web access, file upload/download, web development and export |
| ⚙️ System Operations | App installation, permission management, UI automation via Accessibility / ADB / Root (includes AutoGLM auto-click agent, supports adb root virtual display / multi-display) |
| 🎬 Media Processing | Video conversion, frame extraction, OCR/vision understanding, camera capture, audio/video reading |
| 🧑💻 Developer & Terminal | Web workspace/one-click packaging, code editing/syntax highlight, terminal SSH/Chroot/vim, Ctrl shortcuts |
| 🎨 AI Creation | Drawing toolkits (OpenAI/Qwen/NanoBanana), image search/download |
| 🔍 Search Engines | Deep search, DuckDuckGo, Tavily, Google Scholar, Bing, Sogou, Quark, Baidu Maps |
| 🧩 Toolkits & Workflows | Toolkit ecosystem/package management, workflow automation, scheduled triggers, voice wake-up triggers |
🎨 Interface Customization (Click to expand)
- ✨ Theme System: Customize colors, fonts, spacing, padding
- � Multi-language UI: Chinese/English coverage with system locale auto-switch
- 🔤 Fonts & Typography: Global font size and chat padding controls
- �🎭 Desktop Pet: WebP animation support, custom expressions, floating window display
- 📱 Layout Optimization: Hide status bar, custom toolbar, tablet adaptation
- 🎨 Markdown Rendering: LaTeX formulas (left/right scroll), code highlighting, tables, Mermaid diagrams
- 🧾 Information Display: Thinking fold, HTML block preview, code/thinking max height
- 🪟 Floating Window UX: Avatar hide in bubble mode, screen selection OCR, full-screen preview
- 🧮 Analytics: Token usage stats with model pie chart
🔗 Integration Capabilities (Click to expand)
- 🤖 Tasker Integration: Trigger custom AI agent events for deep automation
- 🌐 MCP/Skill Marketplace: One-click plugin installation, remote MCP, auto-description, uvx/npx support
- 🔌 Multi-Model Support: OpenAI, Claude, Gemini, Bailing, OpenRouter, LMStudio
- 🧪 Model & Prompt Management: Multi configs/param customization, prompt marketplace
- 🔐 Permissions: Per-tool authorization and safety prompts
- 🔑 Key Pool & Stats: Batch test/import, token usage stats
- 🗂️ Workspace Binding: SAF / SFTP / SSH workspace binding and file access
- 🖱️ Auto-Click Agent: AutoGLM + UI Tree dual pipeline for automation
- 📊 Parallel Tools: Read-only tools execute in parallel for faster response
💬 Chat & Memory Management (Click to expand)
- 🧠 Memory Vault: Auto categorization/search, time queries, import/export, attachment memories
- 💬 Chat Management: Auto-summary + editor, history folders/branches/migration, chat lock, per-character history
- ⚡ Parallel Conversations: Parallel chat processing with toolkit state decisions
- 🤖 Character Interaction: Character card chats and history, thinking fold display
- 📦 Chat Records: Multi-format import/export, history backup and restore
💾 Data & Backup (Click to expand)
- 🗂️ Global/Auto Backup: Scheduled DB backup with corruption recovery (excluding MCP/Skill/terminal/packages)
- 🎭 Character Cards: Backup, export (Tavern/JSON), QR sharing
- 🧷 Workspaces: SAF/SFTP/SSH binding, code editing/syntax highlight, Git ignore
- 🧰 Skill Management: Skill toggles, repo parsing, cached downloads
 Web Development Design web pages on your phone and export as standalone apps |
 Floating Window & Attachments Access anytime, share conveniently |
 Plugin Marketplace Rich MCP ecosystem |
| Item | Description |
|---|---|
| 📋 System Requirements | Android 8.0+ (API 26+), 4GB+ RAM recommended, 200MB+ storage |
| 📥 Download & Install | Download the latest APK from the Release Page |
| 📖 User Guide | Complete Documentation with detailed tutorials and examples |
Security Warning: To ensure your data security, please download this application exclusively from the official Release Page or the Official Website. Installation packages from unofficial sources may be maliciously modified, potentially leading to privacy leaks or device monitoring.
Installation Steps: Download APK → Install & Launch → Follow Setup Guide → Start Using ✨
- UI automation & screenshot pipeline
- ✅ UI automation supported via Accessibility / ADB / Root permission modes
- ✅ Virtual display / multi-display supported in adb root scenarios (
displayparameter) - ✅ Dual UI Tree approaches: AutoGLM + local uiautomator dump
| Version | Release Date | Core Updates |
|---|---|---|
| v1.9.1 Latest | 2026-02-20 |
• Stability & Bugfix Release: Focused fixes for multiple regressions from v1.9.0, improving overall usability and smoothness • Terminal & Tool Calling: Enhanced terminal tool; fixed terminal freezes caused by interactive UI, strict-tool-call history-triggered request errors, and Windows controller raw command execution issues • MCP & Memory Vault: Fixed remote MCP not closing; reworked memory write logic, added external vector model support, and introduced connection-editing tools • Feature Additions & UI Fixes: Added deletion of chats not bound to character cards, workflow batch deletion and execution-log viewing; fixed IME/input box/dark mode/theme transparency/toolbox package-management issues |
| v1.9.0 | 2026-02-17 |
• Mobile Web Automation: Added web operation capabilities, including CORS bypass for web workspace projects to access external websites • Windows Terminal Operations: Added Windows command operations for controlling CLI tools like Codex; introduced strict tool-call mode as a compatibility supplement • Tooling & System Expansion: Added toolbox SQL viewer, Android workspace template, OpenAI response-compatible provider, direct skill input, and chart enhancements in analytics • Fixes & Improvements: Fixed image-reading/context-summary/special-character truncation/ffmpeg-related issues; improved model-connectivity test output and MCP loading prompts |
| v1.8.1 | 2026-02-03 |
• Local Llama.cpp: GGUF local inference support and related tools • Tools & UI: Image search/download, HTML block preview, code/thinking max height, avatar hide in bubble mode, token pie chart, thinking fold display • Data & Backup: Global backup (excluding MCP/skill/terminal/packages) + character card backup/export/share, skill enable/disable, key pool import/test, workspace SAF binding support • Fixes: Voice echo capture, token stats in floating window, character editor keyboard overlap, deep search token spike, MCP startup, workflow floating window exit, table truncation, silicon flow voice interruptions |
| v1.8.0 | 2026-01-13 |
• Workflow System: Supports computation/input/output/execution with voice wake-up triggers • Voice Wake-up: Enter voice conversation mode directly, with keyword-based quick attachments • Parallel Conversations: Parallel processing + toolkit state mechanism for dynamic tool decisions • Additions & Improvements: Time-based memory query, auto backups, OpenAI drawing + new TTS/STT providers, MCP startup optimizations, terminal chroot, and multiple bug fixes |
| v1.7.1 | 2025-12-31 |
• Root Virtual Display Automation: Virtual screen supported under root, AutoGLM concurrent multi-window tasks • Skill Ecosystem: Added Skill protocol + Skill marketplace; optional BETA plan for nightly builds • UX Enhancements: Summary editing, web access in floating window mode, selection OCR, chat lock • Fixes & Optimizations: Large image crashes, ToolCall errors, code block line breaks, startup speed and virtual-screen stability |
| v1.7.0 | 2025-12-19 |
• GUI Automation Milestone: Autoglm + virtual display (virtual screen can be toggled in settings) • Automation Enhancements: One-click Autoglm setup + standalone executor, virtual screen toggle logic, custom screenshot quality • UX Tweaks: API key masked when unfocused; Autoglm is no longer allowed as the main model • Tooling: NanoBanana image generation pack, apply file no-overwrite support, MNN STT and more |
| v1.6.3 | 2025-12-08 |
• Native ToolCall Support: Added support for native model tool calls and DeepSeek's thinking tools • Workspace & Terminal Enhancements: Select project type on creation, connect to external SSH filesystems, accessibility support for terminal • Model & Message Display: Multi-select for model configs, display model name/provider on messages • Optimizations & Fixes: Improved floating window, fixed terminal lag, migrated workspace to internal data |
| v1.6.2 | 2025-11-20 |
• Conversation Management: Long-press branching, classified history display, batch migration • Model Configuration: Rename configs, context binding, Google native search • Bug Fixes: UI switching, bold line breaks, bubble mode issues • Added crossref academic paper search, upgraded code editor |
| v1.6.1 | 2025-11-05 |
• Performance Boost: Redesigned UI rendering, significantly improved fluidity • AI Vision Enhanced: Direct image recognition, indirect recognition capabilities • Terminal SSH: SSH connection support and reverse-mount phone filesystem • Auto-summary mechanism, deep search, new authorization system |
| v1.6.0 | 2025-10-21 |
• MNN Local Model support • Memory System Overhaul: AI auto-categorization, smart search, import/export • Terminal Enhancements: vim support, progress bars, custom repositories • Tasker integration, desktop pets, storyline tags |
| v1.5.2 | 2025-10-05 |
• MCP enhancements: uvx/npx support, faster startup • Workspace Git ignore, syntax checking • Camera capture, HTML rendering, regex filtering |
| v1.5.0 | 2025-09 |
• Ubuntu 24 Terminal full integration • MCP Marketplace launch • Desktop pets, deep search mode |
| v1.4.0 | 2025-08 |
• Parallel tool execution • Character card system, character selector • PNG character card import |
| v1.3.0 | 2025-08 |
• Web development features • Theme selector, custom UI • Anthropic Claude support |
| v1.2.x | 2025-07 |
• Voice conversation system • Knowledge base functionality • DragonBones animation support |
| v1.1.x | 2025-06 |
• MCP protocol support • OCR recognition, floating window • Full Gemini support |
| v1.0.0 | 2025-05 |
• First official release • Basic AI chat, tool calling • Shizuku/Root integration |
📝 Full Changelog: Visit the Releases Page for detailed updates on each version
Join the Operit open-source ecosystem! We welcome all types of contributions: third-party scripts, MCP plugins, and core feature development.
Developer Notes:
- 📚 Contribution Guide | Script Development Guide (Chinese)
- 📦 Building requires downloading dependency archives from Google Drive (
models.zip,subpack.zip,jniLibs.zip,libs.zip) - 💬 Join community discussions: QQ Group | Discord
Thanks to all who have contributed to Operit AI!
If Operit AI has been helpful to you, you can voluntarily support its ongoing development and basic project maintenance:
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For international support, use Patreon
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For mainland China support, use Afdian
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Support is entirely voluntary and does not unlock any features, quotas, updates, support replies, or other perks
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Choosing not to support does not affect normal usage, updates, or access to the open-source code
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You can also use the
Sponsorbutton at the top of this GitHub repository to open the support page
This project is licensed under the GNU LGPLv3 license.
In simple terms, this means:
- You are free to use, modify, and distribute the code of this project.
- If you modify the code and distribute it, you must also open-source your modified parts under the LGPLv3 license.
- For more details, please see the LICENSE file.
Encountered a problem or have a suggestion? Welcome to submit an Issue!
Submission Guidelines:
- 📝 Clearly describe the problem/suggestion with reproduction steps
- 📱 Include device model, system version, and other information
- 📸 If possible, provide screenshots or screen recordings
