Verified project record

AAswordman/Operit

operit is a standalone AI assistant application for Android that integrates deeply with system permissions, tools, and automation workflows. It features an embedded Ubuntu 24 environment, local model support for offline use, and over 40 built-in tools for extensive device and task automation.

Project overview

By embedding a full Ubuntu 24 environment and supporting completely offline local models via MNN/llama.cpp, operit pushes the boundary of what a mobile AI assistant can do, turning an Android phone into a powerful, self-contained automation and compute hub.

Project type: MCP · AI Agent · Model Runtime
Use cases: Chat Assistants · Documents & Office · Automation
Deployment: Refer to project documentation
License: License pending

Best for

Users seeking a highly integrated, standalone AI assistant that can perform complex Linux commands and deep Android system automation directly on their mobile device.

Key capabilities

Built-in complete Ubuntu 24 system supporting tools like vim, MCP, Python to run complex Linux commands and automation tasks on the phone.
AI automatically categorizes and manages memory, supports time query/import/export/automatic summarization, intelligently searches historical conversations, remembers user preferences and habits, and provides personalized services.
Supports MNN / llama.cpp local models (GGUF), running AI completely offline to protect privacy data.
Continuous natural conversation, supports local/cloud TTS + local STT, custom voice, voice/specific audio wake-up, automatic reading.
40+ built-in tools + MCP/Skill market plugins + toolkit/workflow, including auto-click Agent, drawing/image search, AI cross-chat/self-awareness, scheduled tasks, prompt market, etc., covering file operations, network requests, system control, media processing.
Accessibility / ADB / Root three-channel automation (including AutoGLM auto-click Agent, supporting adb root virtual screen/multi-monitor).
Custom AI personality and speaking style, supports role card import/export (Tavern/JSON)/backup/QR code sharing, role cards can cross-chat and have independent conversation history.
Built-in browser and web page automation capabilities, supporting tabbed browsing, history, bookmarks, and script automation for web pages.

Limitations and risks

The application is only available on Android devices running version 8.0 or higher.
Building the project from source requires downloading dependency library packs from Google Drive.
Automation and system control features require elevated permissions like ADB or Root, posing potential security risks.

Getting started

Download the APK directly from the release page, install and launch the app, follow the guided configuration, and start using the assistant.

Evidence and sources

GitHub project description: The most powerful AI agent and AI chat software on Android/Operit是一款Android上能力最为强大、发展最久的AI Agent
README: **Operit AI** 是移动端首个功能完备的 AI 智能助手应用，完全独立运行于您的 Android 设备上（除API调用），拥有强大的**工具调用能力**、**深度搜索**、**工作流与自动化**、**智能记忆库**，并支持**人设定制**与**角色卡**等高度自定义功能，集成 **MNN/llama.cpp 本地模型**、**MCP/Skill…
README: <img src="https://img.shields.io/badge/Platform-Android_8.0%2B-brightgreen.svg" alt="Platform">
README: <a href="https://github.com/AAswordman/Operit/releases/latest"><img src="https://img.shields.io/github/v/release/AAswordman/Operit" alt="Latest Release"></a>
Release: v1.12.0

Reviewed at: 2026-07-16T13:56:15Z