Ross ROSS = Recommend OSS · open-source software intelligence for agents

AAswordman/Operit

Some data may be outdated — see provenance labels.

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 observed · 2026-10-06

github.com/AAswordman/Operit · homepage · Kotlin · LGPL-3.0 (copyleft) observed · 2026-10-06

Health v2 · maintenance only

86/100

  • Activity 98
  • Release rhythm 95
  • Longevity 41
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-10-21. Adoption (stars, forks) is never an input.

  • gap_med: 12.0
  • age_days: 584
  • days_rel: 32
  • days_push: 15
  • n_releases_24m: 35

Full methodology

Adoption not part of the score

8416 stars · 692 forks observed · 2026-10-06

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

Operit AI is an open-source AI agent and chat application for Android built with Kotlin and Jetpack Compose. It connects cloud or local LLMs (MNN, llama.cpp/GGUF) to Android system capabilities, a terminal, browser, and file workspace to perform tasks via tool calling, workflows, MCP, and plugins.

Use cases

  • run an AI agent on my Android phone
  • chat with local LLMs offline on Android
  • automate Android device tasks with AI
  • use AI to edit code and manage projects on my phone
  • give an AI assistant terminal and SSH access on mobile
  • build multi-character AI chat with long-term memory
  • extend an AI assistant with MCP tools and plugins

When to choose

  • you want a full-featured open-source AI agent on Android
  • you need on-device LLM inference via MNN or llama.cpp
  • you want AI-driven Android automation and system integration
  • you need a mobile development workspace with terminal, SSH, and code editing

When to avoid

  • you need a cross-platform desktop or iOS agent (use Operit 2 instead)
  • you only need a simple chat app without tool calling or automation
  • you require an iOS or web-first solution

Facets

application · maturity active

agent-framework chatbot llm-inference mcp workflow-automation terminal-ui chat-interface artificial-intelligence large-language-models chatbots mobile-development developer-tools ai-agent android-automation local-llm gguf llama-cpp mnn tool-calling jetpack-compose kotlin mobile-assistant plugin-marketplace ssh ubuntu-proot ai-agents automation android mobile

2 sources

Member repositories

RepositoryRoleHealth v2
AAswordman/Operitmain86

For agents

markdown · JSON · MCP: product_card(name="AAswordman/Operit")

Data as of 2026-10-19T08:05:51.212177+00:00 · Report a problem